2025-07-09 05:16:43.348114
2025-07-09 05:16:46,135 - ERROR - Error fetching S&P 500 stocks from datahub.io: 'Name'
Processing 100 crypto instruments...
2025-07-09 05:16:51,383 - ERROR - $HYPE-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:16:52,451 - ERROR - $SUI-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:16:58,113 - ERROR - $UNI-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:16:58,430 - ERROR - $PEPE-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:16:58,747 - ERROR - $PI-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:16:59,072 - ERROR - TAO-USD: Period 'max' is invalid, must be of the format 1d, 5d, etc. 2025-07-09 05:17:00,178 - ERROR - $APT-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:02,893 - ERROR - $MNT-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:04,511 - ERROR - $POL-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:13,377 - ERROR - $STX-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:14,043 - ERROR - $S-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:18,362 - ERROR - $CLBTC-USD: possibly delisted; no timezone found 2025-07-09 05:17:19,012 - ERROR - $GRT-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:19,689 - ERROR - $A-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:20,012 - ERROR - $IMX-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:20,362 - ERROR - $OUSG-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:17:22,336 - ERROR - $USTB-USD: possibly delisted; no timezone found 2025-07-09 05:17:28,109 - ERROR - $SUPEROETH-USD: possibly delisted; no timezone found 2025-07-09 05:17:29,690 - ERROR - $WAL-USD: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09)
✓ 94 updated, 6 failed Processing 29 futures instruments... ✓ 29 updated, 0 failed Processing 62 stock instruments... ✓ 62 updated, 0 failed Processing 8 currency instruments... ✓ 8 updated, 0 failed Processing 22 indices instruments...
2025-07-09 05:18:09,874 - ERROR - $^N225: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:10,185 - ERROR - $^HSI: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:10,528 - ERROR - $000001.SS: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:10,922 - ERROR - $^KS11: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:11,270 - ERROR - $^BSESN: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:11,575 - ERROR - $^NSEI: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:12,295 - ERROR - $^AXJO: possibly delisted; no price data found (1d 2025-07-09 -> 2025-07-09) 2025-07-09 05:18:12,962 - ERROR - $IMOEX.ME: possibly delisted; no price data found (1d 2024-06-15 -> 2025-07-09)
✓ 21 updated, 1 failed ================================================================================ MASTER FINANCIAL DATA UPDATE COMPLETE ================================================================================ File location: C:\Users\Chris\BTC_price_history\Master file\master_financial_data.csv Total records: 1,215,750 Successful downloads: 214 Failed downloads: 7 Date range: 1927-12-30 to 2025-07-09 Summary by Asset Type: -------------------------------------------------- Crypto: 96 instruments, 2014-09-17 to 2025-07-09 Futures: 29 instruments, 1997-10-29 to 2025-07-09 Stock: 62 instruments, 1962-01-02 to 2025-07-09 Currency: 8 instruments, 1971-01-04 to 2025-07-09 Indices: 22 instruments, 1927-12-30 to 2025-07-09 Sample Latest Prices (Close field contains current market price for today): ---------------------------------------------------------------------- Crypto: BTC-USD: $108425.0 ETH-USD: $2592.774 SOL-USD: $151.29979 Futures: ES=F: $6264.75 GC=F: $3302.7 CL=F: $68.24 Stock: AAPL: $210.01 MSFT: $496.62 TSLA: $297.81 Currency: EURUSD=X: 1.1708231 USDJPY=X: 147.125 DX-Y.NYB: 97.702 Indices: ^GSPC: $6225.52 ^DJI: $44240.76 ^IXIC: $20418.463 ================================================================================ Master data loaded successfully with 1,215,750 records You can now use this data for your analysis! Data is available as 'df' variable for your existing functions. Bitcoin latest close price: $108425.0 (Date: 2025-07-09)
Enhanced Multi-Asset Analysis with Traditional Round Half Up Forward Returns ================================================================================ 🔮 FORWARD RETURNS FEATURES: • Traditional round half up (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) • Optional round-to-half precision (5.25% → 5.5%, 5.1% → 5.0%) • Optional round-to-quarter precision (5.13% → 5.25%, 5.37% → 5.25%) • Cycle year filtering (4-year market cycles) • Seasonal analysis (quarter filtering) • Custom analysis function: run_custom_forward_analysis() • Clear confidence levels and insights • 🆕 Historical pattern matching indicators on charts (90-day ROC) • 💱 Currency pairs support (EURUSD, USDJPY, DXY, etc.) • 📊 Indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ Found master dataset with 1,215,750 rows and 217 symbols Starting automatic analysis with round-to-nearest forward returns... 📊 Will display ALL available charts per section per asset class (up to 15) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale 🔮 FORWARD RETURNS: Traditional round half up ROC matching 🎯 NEW: Green vertical lines show historical 90-day ROC matches in chart period 💱 NEW: Currency pairs support with proper formatting 📊 NEW: Global indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ 🔬 COMPREHENSIVE MULTI-ASSET REGRESSION ANALYSIS WITH FORWARD RETURNS ================================================================================ Analyzing trend quality, growth rates, valuation, and predictive analytics... Analyzing instruments by asset type... crypto: 96 instruments currency: 8 instruments futures: 29 instruments indices: 22 instruments stock: 62 instruments Processing 96 crypto instruments... Progress: 25/96 crypto instruments processed Progress: 50/96 crypto instruments processed Progress: 75/96 crypto instruments processed Processing 29 futures instruments... Progress: 25/29 futures instruments processed Processing 62 stock instruments... Progress: 25/62 stock instruments processed Progress: 50/62 stock instruments processed Processing 8 currency instruments... Processing 22 indices instruments... Analysis complete: 210/217 instruments analyzed successfully ====================================================================================================================================================== 🔥 TOP 15 CRYPTO INSTRUMENTS - BEST TREND ANALYSIS ====================================================================================================================================================== Rank Symbol R² Win Growth% Price Val Dev% Daily% WTD% BTD% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 FTN-USD 0.9877 750 133.3 $4.45 🟢UNDER -13.3 -0.0 +0.4 +0.8 +0.8 +0.8 +26.3 2 PAXG-USD 0.9556 750 36.0 $3.3K 🟡FAIR 0.2 -0.2 -0.9 +0.8 -0.5 -0.5 +25.8 3 TRX-USD 0.9517 1000 89.1 $0.287864 🟡FAIR 2.3 +0.4 +0.2 +4.0 +2.9 +2.9 +13.2 4 APT-USD 0.9397 500 -83.8 $0.000131 🔴OVER 41.5 +0.0 +0.0 +0.0 +0.0 +0.0 -38.4 5 BTC-USD 0.9359 1000 103.3 $108.4K 🟢UNDER -11.7 -0.5 -0.7 +0.0 +1.2 +1.2 +16.1 6 WBT-USD 0.9357 750 209.0 $44.75 🔴OVER 18.7 -0.1 -0.5 -4.4 +0.9 +0.9 +82.0 7 WAL-USD 0.9266 1000 -95.6 $0.000088 🔴OVER 225.2 +0.0 +0.0 +0.0 +0.0 +0.0 +15.3 8 POL-USD 0.9120 500 -63.9 $0.008241 🟡FAIR 6.8 +0.0 +0.0 +0.0 +0.0 +0.0 +0.0 9 SAROS-USD 0.9109 365 51274.3 $0.227541 🟢UNDER -17.7 -0.6 +0.5 +1.7 +3.5 +3.5 +1405.2 10 BGB-USD 0.8901 1000 247.6 $4.30 🟢UNDER -13.1 -0.6 -3.7 -7.0 -5.2 -5.2 -27.8 11 GT-USD 0.8886 750 165.9 $16.22 🟢UNDER -29.1 +2.9 +6.3 +3.0 +5.5 +5.5 -2.8 12 LEO-USD 0.8869 750 73.6 $9.13 🟢UNDER -12.3 +0.6 +1.1 +0.3 +0.9 +0.9 +0.9 13 STX-USD 0.8480 365 -76.9 $0.002834 🔴OVER 22.9 +0.0 +0.0 +0.0 +0.0 +0.0 -20.5 14 BCH-USD 0.8445 120 394.9 $508.09 🟡FAIR 1.9 +1.5 +3.3 +0.9 +0.4 +0.4 +17.1 15 JLP-USD 0.8413 500 61.4 $4.51 🟡FAIR -6.7 -0.4 -0.0 +0.0 -0.2 -0.2 +8.1 📊 DISPLAYING 15 CRYPTO TREND LEADER CHARTS (Window > 10 days): ------------------------------------------------------------------------------------------------------------------------ Chart 1: FTN-USD (R² = 0.9877, Window = 750 days) | Price: $4.45 | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.8% | QTD: +0.8% | YTD: +26.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.45 ($4.60,+3% - $5.74,+29%) +30d (1m): $5.51,+23.7% ($4.93,+11% - $6.15,+38%) +60d (2m): $5.91,+32.6% ($5.29,+19% - $6.60,+48%) +90d (3m): $6.33,+42.2% ($5.67,+27% - $7.07,+59%) +180d (6m): $7.80,+75.2% ($6.99,+57% - $8.72,+96%) +365d (1y): $11.99,+169.2% ($10.73,+141% - $13.39,+201%) +EOY (175d): $7.71,+73.2% ($6.91,+55% - $8.61,+93%) End-of-year outlook: 📈 Bullish Trend (+73.2%) Confidence: 98.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 43 periods in chart (90d ROC≈11%) 📅 Days until EOY 2025: 175 days | EOY Target: $7.71 (+73.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.85% Rounded target for matching: 1% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 85.4% 0.87% 1.51% 2.66% 0.74% 2.29% -9.83% 7.99% 14 days 48 95.8% 4.55% 3.48% 3.32% 2.52% 4.45% -5.19% 11.00% 30 days 48 97.9% 6.41% 6.93% 5.61% 5.30% 8.56% -1.01% 24.09% 90 days 42 100.0% 11.59% 19.04% 12.34% 15.19% 22.89% 2.78% 50.28% 180 days 18 100.0% 57.94% 56.40% 9.65% 51.60% 61.20% 42.34% 81.28% 365 days 14 100.0% 128.40% 131.30% 20.81% 119.28% 143.31% 99.75% 159.93% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.62% Rounded target for matching: 11% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 83.7% 0.69% 2.67% 4.89% 1.17% 4.18% -7.00% 15.79% 14 days 43 88.4% 1.40% 3.52% 4.84% 2.03% 5.01% -6.69% 14.87% 30 days 43 93.0% 3.89% 6.77% 7.17% 4.57% 8.98% -2.13% 23.72% 90 days 21 100.0% 35.39% 33.27% 9.39% 29.00% 37.55% 10.08% 48.15% 180 days 20 100.0% 64.16% 65.10% 7.30% 61.68% 68.51% 55.19% 82.46% 365 days 13 100.0% 157.01% 154.69% 7.44% 150.19% 159.18% 138.05% 161.85% ======================================================================================================================== Chart 2: PAXG-USD (R² = 0.9556, Window = 750 days) | Price: $3.3K | Date: 2025-07-09 | Daily: -0.2% | MTD: -0.5% | QTD: -0.5% | YTD: +25.8%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.3K ($3.1K,-8% - $3.6K,+8%) +30d (1m): $3.4K,+2.4% ($3.1K,-5% - $3.7K,+11%) +60d (2m): $3.5K,+5.0% ($3.2K,-3% - $3.7K,+13%) +90d (3m): $3.6K,+7.7% ($3.3K,-0% - $3.8K,+16%) +180d (6m): $3.8K,+16.1% ($3.6K,+7% - $4.1K,+26%) +365d (1y): $4.5K,+35.7% ($4.2K,+26% - $4.8K,+47%) +EOY (175d): $3.8K,+15.7% ($3.5K,+7% - $4.1K,+25%) End-of-year outlook: 📈 Bullish Trend (+15.7%) Confidence: 95.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 26 periods in chart (90d ROC≈3%) 📅 Days until EOY 2025: 175 days | EOY Target: $3.8K (+15.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.27% Rounded target for matching: -1% Similar historical periods found: 190 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 190 52.1% 0.04% 0.24% 1.94% -0.04% 0.52% -5.45% 7.90% 14 days 190 53.2% 0.18% 0.25% 2.99% -0.17% 0.68% -5.73% 13.71% 30 days 190 53.7% 0.34% 0.85% 4.35% 0.22% 1.47% -7.40% 12.71% 90 days 186 71.0% 5.74% 5.46% 8.81% 4.19% 6.74% -11.93% 20.91% 180 days 186 73.7% 7.80% 8.41% 11.53% 6.74% 10.08% -16.29% 31.95% 365 days 175 82.3% 16.89% 17.78% 17.32% 15.20% 20.37% -10.41% 49.14% ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.81% Rounded target for matching: 3% Similar historical periods found: 87 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 87 60.9% 0.52% 0.57% 2.00% 0.15% 1.00% -3.92% 7.90% 14 days 87 50.6% 0.09% 0.73% 2.91% 0.11% 1.35% -4.11% 13.71% 30 days 87 70.1% 2.09% 2.44% 3.97% 1.59% 3.28% -4.82% 12.18% 90 days 87 74.7% 7.42% 6.45% 7.12% 4.93% 7.97% -9.93% 19.10% 180 days 85 69.4% 3.81% 6.52% 11.56% 4.02% 9.01% -13.45% 31.40% 365 days 74 71.6% 3.76% 10.68% 15.51% 7.09% 14.27% -8.08% 45.76% ======================================================================================================================== Chart 3: TRX-USD (R² = 0.9517, Window = 1000 days) | Price: $0.287864 | Date: 2025-07-09 | Daily: +0.4% | MTD: +2.9% | QTD: +2.9% | YTD: +13.2%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.287864 ($0.225078,-22% - $0.351715,+22%) +30d (1m): $0.296487,+3.0% ($0.237170,-18% - $0.370641,+29%) +60d (2m): $0.312429,+8.5% ($0.249911,-13% - $0.390586,+36%) +90d (3m): $0.329227,+14.4% ($0.263336,-9% - $0.411606,+43%) +180d (6m): $0.385238,+33.8% ($0.308090,+7% - $0.481706,+67%) +365d (1y): $0.532094,+84.8% ($0.425374,+48% - $0.665588,+131%) +EOY (175d): $0.381890,+32.7% ($0.305415,+6% - $0.477515,+66%) End-of-year outlook: 📈 Bullish Trend (+32.7%) Confidence: 95.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 21 periods in chart (90d ROC≈22%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.381890 (+32.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.22% Rounded target for matching: 0% Similar historical periods found: 63 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 63 58.7% 0.59% 0.43% 11.10% -2.37% 3.22% -27.01% 31.02% 14 days 63 57.1% 2.50% 1.65% 18.90% -3.11% 6.41% -45.76% 93.03% 30 days 63 60.3% 3.03% 4.88% 27.91% -2.15% 11.91% -41.73% 99.20% 90 days 63 73.0% 15.14% 16.20% 40.73% 5.94% 26.45% -73.03% 246.07% 180 days 60 75.0% 26.18% 25.31% 41.55% 14.57% 36.04% -81.07% 125.50% 365 days 53 71.7% 63.18% 58.07% 80.53% 35.88% 80.27% -61.70% 384.05% ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 21.88% Rounded target for matching: 22% Similar historical periods found: 32 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 32 50.0% -0.06% -1.68% 10.87% -5.60% 2.24% -50.86% 15.68% 14 days 32 53.1% 0.09% 1.60% 12.46% -2.89% 6.09% -34.79% 40.99% 30 days 32 59.4% 1.09% 3.25% 17.65% -3.11% 9.61% -32.94% 66.37% 90 days 31 77.4% 14.01% 33.74% 78.41% 4.98% 62.51% -36.09% 351.89% 180 days 30 80.0% 26.51% 54.87% 122.48% 9.14% 100.61% -49.10% 509.04% 365 days 25 80.0% 84.56% 86.22% 96.93% 46.21% 126.23% -55.95% 329.35% ======================================================================================================================== Chart 4: APT-USD (R² = 0.9397, Window = 500 days) | Price: $0.000131 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: -38.4%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 ($0.000065,-51% - $0.000133,+1%) +30d (1m): $0.000080,-39.2% ($0.000056,-58% - $0.000114,-13%) +60d (2m): $0.000069,-47.6% ($0.000048,-63% - $0.000098,-25%) +90d (3m): $0.000059,-54.9% ($0.000041,-69% - $0.000085,-35%) +180d (6m): $0.000038,-71.2% ($0.000026,-80% - $0.000054,-59%) +365d (1y): $0.000015,-88.5% ($0.000010,-92% - $0.000022,-83%) +EOY (175d): $0.000039,-70.5% ($0.000027,-79% - $0.000056,-58%) End-of-year outlook: 📉 Bearish Trend (-70.5%) Confidence: 94.0% | Valuation: OVERVALUED 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.000039 (-70.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.88% Rounded target for matching: -3% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 11.6% -1.47% -3.01% 20.50% -9.32% 3.30% -51.79% 103.03% 14 days 43 4.7% -2.90% -14.26% 18.75% -20.03% -8.49% -55.36% 2.24% 30 days 43 20.9% -3.52% -11.85% 25.46% -19.68% -4.01% -50.77% 39.42% 90 days 33 6.1% -46.56% 14.60% 232.91% -67.99% 97.19% -81.25% 1273.38% 180 days 19 10.5% -69.52% -15.10% 170.22% -97.14% 66.95% -91.98% 548.39% 365 days 14 14.3% -81.97% -51.38% 82.12% -98.79% -3.96% -98.04% 144.52% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.35% Rounded target for matching: -6% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 46.7% 0.00% -1.77% 21.03% -13.42% 9.88% -66.34% 42.54% 14 days 15 6.7% -2.22% -10.48% 19.05% -21.02% 0.07% -78.25% 2.24% 30 days 15 6.7% -2.96% -7.24% 30.87% -24.33% 9.86% -80.44% 82.05% 90 days 7 42.9% -83.72% 613.16% 898.48% -217.80% 1444.12% -86.31% 2384.83% 180 days 7 57.1% 119.13% 151.70% 225.55% -56.90% 360.29% -85.77% 475.00% 365 days 7 42.9% -22.19% 35.69% 81.96% -40.11% 111.49% -40.99% 152.56% ======================================================================================================================== Chart 5: BTC-USD (R² = 0.9359, Window = 1000 days) | Price: $108.4K | Date: 2025-07-09 | Daily: -0.5% | MTD: +1.2% | QTD: +1.2% | YTD: +16.1%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $108.4K ($92.0K,-15% - $163.9K,+51%) +30d (1m): $130.1K,+20.0% ($97.5K,-10% - $173.7K,+60%) +60d (2m): $138.0K,+27.2% ($103.3K,-5% - $184.2K,+70%) +90d (3m): $146.2K,+34.9% ($109.5K,+1% - $195.2K,+80%) +180d (6m): $174.2K,+60.7% ($130.5K,+20% - $232.6K,+115%) +365d (1y): $249.6K,+130.2% ($186.8K,+72% - $333.4K,+208%) +EOY (175d): $172.5K,+59.1% ($129.2K,+19% - $230.4K,+112%) End-of-year outlook: 📈 Bullish Trend (+59.1%) Confidence: 93.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈36%) 📅 Days until EOY 2025: 175 days | EOY Target: $172.5K (+59.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.69% Rounded target for matching: -2% Similar historical periods found: 86 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 86 51.2% 0.42% 0.81% 8.77% -1.07% 2.69% -32.94% 23.72% 14 days 86 59.3% 1.67% 1.55% 12.84% -1.20% 4.30% -31.10% 34.34% 30 days 86 52.3% 0.90% 1.91% 22.91% -3.00% 6.83% -60.32% 55.33% 90 days 86 51.2% 0.37% 10.17% 55.08% -1.64% 21.98% -62.14% 355.12% 180 days 82 64.6% 25.15% 38.06% 82.54% 19.93% 56.20% -62.12% 339.80% 365 days 70 75.7% 69.12% 101.99% 160.03% 63.83% 140.15% -76.74% 1117.48% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 36.17% Rounded target for matching: 36% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 60.0% 2.17% 4.73% 11.31% -1.53% 10.99% -12.33% 33.36% 14 days 15 60.0% 6.78% 6.53% 13.15% -0.76% 13.81% -16.50% 30.45% 30 days 15 66.7% 14.72% 8.48% 20.04% -2.62% 19.58% -24.00% 43.78% 90 days 15 80.0% 17.51% 22.82% 48.75% -4.17% 49.82% -32.09% 174.16% 180 days 15 80.0% 32.99% 109.37% 137.68% 33.12% 185.61% -54.90% 339.80% 365 days 14 85.7% 226.41% 304.13% 372.36% 89.14% 519.13% -73.82% 1341.21% ======================================================================================================================== Chart 6: WBT-USD (R² = 0.9357, Window = 750 days) | Price: $44.75 | Date: 2025-07-09 | Daily: -0.1% | MTD: +0.9% | QTD: +0.9% | YTD: +82.0%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $44.75 ($26.69,-40% - $53.23,+19%) +30d (1m): $41.35,-7.6% ($29.28,-35% - $58.41,+31%) +60d (2m): $45.37,+1.4% ($32.12,-28% - $64.09,+43%) +90d (3m): $49.78,+11.2% ($35.23,-21% - $70.33,+57%) +180d (6m): $65.74,+46.9% ($46.51,+4% - $92.92,+108%) +365d (1y): $116.46,+160.2% ($82.30,+84% - $164.79,+268%) +EOY (175d): $64.73,+44.6% ($45.80,+2% - $91.49,+104%) End-of-year outlook: 📈 Bullish Trend (+44.6%) Confidence: 93.6% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $64.73 (+44.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 7: WAL-USD (R² = 0.9266, Window = 1000 days) | Price: $0.000088 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +15.3%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 ($0.000007,-92% - $0.000105,+20%) +30d (1m): $0.000021,-76.2% ($0.000005,-94% - $0.000081,-7%) +60d (2m): $0.000016,-81.6% ($0.000004,-95% - $0.000063,-28%) +90d (3m): $0.000013,-85.7% ($0.000003,-96% - $0.000049,-44%) +180d (6m): $0.000006,-93.4% ($0.000001,-98% - $0.000023,-74%) +365d (1y): $0.000001,-98.6% ($0.000000,-100% - $0.000005,-95%) +EOY (175d): $0.000006,-93.1% ($0.000002,-98% - $0.000024,-73%) End-of-year outlook: 📉 Bearish Trend (-93.1%) Confidence: 92.7% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈46%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.000006 (-93.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 8: POL-USD (R² = 0.9120, Window = 500 days) | Price: $0.008241 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.008241 ($0.006024,-27% - $0.009878,+20%) +30d (1m): $0.007094,-13.9% ($0.005539,-33% - $0.009086,+10%) +60d (2m): $0.006523,-20.8% ($0.005092,-38% - $0.008357,+1%) +90d (3m): $0.005999,-27.2% ($0.004682,-43% - $0.007686,-7%) +180d (6m): $0.004665,-43.4% ($0.003637,-56% - $0.005982,-27%) +365d (1y): $0.002781,-66.3% ($0.002164,-74% - $0.003575,-57%) +EOY (175d): $0.004730,-42.6% ($0.003689,-55% - $0.006065,-26%) End-of-year outlook: 📉 Bearish Trend (-42.6%) Confidence: 91.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 14 periods in chart (90d ROC≈-30%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.004730 (-42.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.19% Rounded target for matching: 6% Similar historical periods found: 5 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 5 60.0% 7.24% 1.47% 9.07% -9.79% 12.73% -14.50% 8.92% 14 days 5 60.0% 2.15% 8.73% 15.90% -11.01% 28.48% -9.34% 35.47% 30 days 5 20.0% -9.13% 15.97% 54.95% -52.26% 84.19% -18.37% 125.61% 90 days 5 20.0% -5.39% 190.20% 408.36% -316.85% 697.25% -28.20% 1006.74% 180 days 3 33.3% -37.21% 536.57% 812.68% -1482.24% 2555.39% -38.95% 1685.88% 365 days 3 33.3% -57.50% 254.57% 446.50% -854.59% 1363.73% -64.79% 886.00% ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -30.00% Rounded target for matching: -30% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 31.6% -1.37% 2.40% 13.44% -4.07% 8.88% -10.91% 40.77% 14 days 19 31.6% -2.52% 7.76% 38.05% -10.58% 26.10% -11.17% 163.31% 30 days 19 21.1% -9.78% -1.27% 30.30% -15.87% 13.34% -23.94% 118.24% 90 days 14 14.3% -12.08% 60.54% 274.24% -97.80% 218.88% -40.19% 1048.42% 180 days 13 7.7% -41.54% 101.72% 515.02% -209.51% 412.94% -71.06% 1885.13% 365 days 9 11.1% -66.05% -2.02% 210.69% -163.97% 159.93% -89.32% 593.04% ======================================================================================================================== Chart 9: SAROS-USD (R² = 0.9109, Window = 365 days) | Price: $0.227541 | Date: 2025-07-09 | Daily: -0.6% | MTD: +3.5% | QTD: +3.5% | YTD: +1405.2%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.227541 ($0.090737,-60% - $0.842691,+270%) +30d (1m): $0.461879,+103.0% ($0.151317,-33% - $1.41,+520%) +60d (2m): $0.771488,+239.1% ($0.252282,+11% - $2.36,+937%) +90d (3m): $1.29,+466.3% ($0.420514,+85% - $3.95,+1635%) +180d (6m): $6.01,+2539.2% ($1.94,+755% - $18.54,+8050%) +365d (1y): $142.06,+62332.7% ($44.98,+19670% - $448.63,+197062%) +EOY (175d): $5.51,+2322.9% ($1.79,+685% - $17.02,+7379%) End-of-year outlook: 📈 Bullish Trend (+2322.9%) Confidence: 91.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $5.51 (+2322.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 10: BGB-USD (R² = 0.8901, Window = 1000 days) | Price: $4.30 | Date: 2025-07-09 | Daily: -0.6% | MTD: -5.2% | QTD: -5.2% | YTD: -27.8%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $4.30 ($2.51,-42% - $9.79,+127%) +30d (1m): $5.49,+27.5% ($2.78,-35% - $10.84,+152%) +60d (2m): $6.08,+41.3% ($3.08,-29% - $12.01,+179%) +90d (3m): $6.73,+56.5% ($3.41,-21% - $13.31,+209%) +180d (6m): $9.16,+112.8% ($4.63,+8% - $18.10,+321%) +365d (1y): $17.22,+300.2% ($8.70,+102% - $34.08,+692%) +EOY (175d): $9.00,+109.2% ($4.55,+6% - $17.80,+314%) End-of-year outlook: 📈 Bullish Trend (+109.2%) Confidence: 89.0% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈3%) 📅 Days until EOY 2025: 175 days | EOY Target: $9.00 (+109.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -9.95% Rounded target for matching: -10% Similar historical periods found: 17 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 64.7% 0.86% 1.47% 6.74% -2.00% 4.93% -12.63% 13.58% 14 days 17 58.8% 2.54% 2.40% 8.98% -2.21% 7.02% -12.10% 18.80% 30 days 17 52.9% 0.42% 1.22% 17.46% -7.76% 10.19% -27.79% 49.38% 90 days 17 64.7% 4.25% 21.38% 39.26% 1.20% 41.57% -19.94% 100.14% 180 days 16 93.8% 119.08% 168.58% 187.08% 68.90% 268.27% -2.77% 597.04% 365 days 13 100.0% 192.11% 209.40% 65.62% 169.74% 249.05% 109.59% 351.84% ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.75% Rounded target for matching: 3% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 45.5% -1.23% -1.28% 6.99% -5.98% 3.42% -18.70% 7.04% 14 days 11 81.8% 3.89% 3.89% 8.91% -2.10% 9.88% -18.72% 16.26% 30 days 11 81.8% 14.27% 39.08% 44.96% 8.88% 69.28% -14.63% 129.49% 90 days 11 90.9% 115.50% 154.56% 178.71% 34.50% 274.62% -3.18% 526.47% 180 days 11 100.0% 156.80% 196.61% 126.49% 111.64% 281.59% 31.98% 534.87% 365 days 8 100.0% 208.59% 200.26% 40.65% 166.28% 234.24% 122.27% 256.15% ======================================================================================================================== Chart 11: GT-USD (R² = 0.8886, Window = 750 days) | Price: $16.22 | Date: 2025-07-09 | Daily: +2.9% | MTD: +5.5% | QTD: +5.5% | YTD: -2.8%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $16.22 ($15.27,-6% - $34.26,+111%) +30d (1m): $24.78,+52.8% ($16.54,+2% - $37.14,+129%) +60d (2m): $26.86,+65.6% ($17.92,+11% - $40.25,+148%) +90d (3m): $29.11,+79.5% ($19.42,+20% - $43.63,+169%) +180d (6m): $37.04,+128.4% ($24.70,+52% - $55.55,+243%) +365d (1y): $60.81,+275.0% ($40.50,+150% - $91.32,+463%) +EOY (175d): $36.55,+125.4% ($24.37,+50% - $54.81,+238%) End-of-year outlook: 📈 Bullish Trend (+125.4%) Confidence: 88.9% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $36.55 (+125.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -11.93% Rounded target for matching: -12% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 36.8% -1.39% -1.73% 6.09% -4.67% 1.20% -19.11% 11.86% 14 days 19 42.1% -1.10% -1.57% 7.90% -5.37% 2.24% -14.71% 17.70% 30 days 19 36.8% -6.90% -0.50% 25.51% -12.79% 11.80% -24.84% 66.40% 90 days 16 31.2% -9.81% 8.12% 32.85% -9.39% 25.62% -19.83% 69.20% 180 days 16 81.2% 31.20% 132.63% 226.71% 11.82% 253.43% -39.24% 714.17% 365 days 16 68.8% 44.74% 221.12% 300.96% 60.75% 381.49% -16.13% 829.96% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -24.64% Rounded target for matching: -25% Similar historical periods found: 18 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 18 77.8% 3.03% 3.28% 5.37% 0.61% 5.95% -6.87% 15.76% 14 days 18 72.2% 5.17% 6.54% 12.56% 0.29% 12.79% -7.22% 51.47% 30 days 18 83.3% 8.44% 11.17% 13.30% 4.56% 17.79% -10.91% 47.45% 90 days 18 77.8% 34.00% 76.37% 91.40% 30.92% 121.83% -12.02% 245.08% 180 days 18 88.9% 33.92% 376.84% 555.15% 100.77% 652.91% -10.76% 1805.73% 365 days 18 88.9% 86.17% 509.59% 595.91% 213.25% 805.93% -12.14% 1406.60% ======================================================================================================================== Chart 12: LEO-USD (R² = 0.8869, Window = 750 days) | Price: $9.13 | Date: 2025-07-09 | Daily: +0.6% | MTD: +0.9% | QTD: +0.9% | YTD: +0.9%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.13 ($8.27,-9% - $13.10,+43%) +30d (1m): $10.89,+19.3% ($8.65,-5% - $13.70,+50%) +60d (2m): $11.39,+24.8% ($9.05,-1% - $14.34,+57%) +90d (3m): $11.92,+30.6% ($9.47,+4% - $15.01,+64%) +180d (6m): $13.66,+49.6% ($10.85,+19% - $17.20,+88%) +365d (1y): $18.07,+97.9% ($14.34,+57% - $22.77,+149%) +EOY (175d): $13.56,+48.5% ($10.76,+18% - $17.07,+87%) End-of-year outlook: 📈 Bullish Trend (+48.5%) Confidence: 88.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 24 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 175 days | EOY Target: $13.56 (+48.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.26% Rounded target for matching: 0% Similar historical periods found: 107 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 107 55.1% 0.23% 0.12% 4.64% -0.77% 1.00% -19.17% 21.24% 14 days 107 56.1% 0.52% 1.42% 12.15% -0.91% 3.75% -24.55% 113.93% 30 days 107 57.9% 1.20% 3.16% 13.97% 0.48% 5.84% -26.57% 82.49% 90 days 105 70.5% 4.66% 12.47% 24.67% 7.70% 17.25% -38.94% 79.92% 180 days 92 90.2% 44.80% 37.92% 37.91% 30.07% 45.77% -49.92% 103.98% 365 days 79 86.1% 70.10% 78.15% 61.48% 64.38% 91.93% -42.96% 181.49% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.03% Rounded target for matching: -3% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 52.1% 0.15% 0.39% 4.42% -0.89% 1.68% -11.09% 13.35% 14 days 48 72.9% 1.93% 1.57% 6.02% -0.18% 3.32% -15.18% 22.76% 30 days 48 64.6% 2.36% 1.55% 6.48% -0.33% 3.43% -14.26% 20.89% 90 days 44 86.4% 7.24% 12.00% 22.11% 5.27% 18.72% -28.82% 103.52% 180 days 44 88.6% 54.69% 40.48% 38.21% 28.86% 52.10% -38.49% 109.54% 365 days 31 83.9% 61.34% 60.17% 50.43% 41.67% 78.67% -35.85% 158.76% ======================================================================================================================== Chart 13: STX-USD (R² = 0.8480, Window = 365 days) | Price: $0.002834 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: -20.5%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.002834 ($0.001618,-43% - $0.003288,+16%) +30d (1m): $0.002044,-27.9% ($0.001433,-49% - $0.002916,+3%) +60d (2m): $0.001812,-36.1% ($0.001270,-55% - $0.002586,-9%) +90d (3m): $0.001606,-43.3% ($0.001125,-60% - $0.002294,-19%) +180d (6m): $0.001119,-60.5% ($0.000781,-72% - $0.001601,-44%) +365d (1y): $0.000532,-81.2% ($0.000369,-87% - $0.000767,-73%) +EOY (175d): $0.001141,-59.7% ($0.000797,-72% - $0.001634,-42%) End-of-year outlook: 📉 Bearish Trend (-59.7%) Confidence: 84.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.001141 (-59.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.40% Rounded target for matching: -7% Similar historical periods found: 29 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 29 44.8% -0.41% 3.77% 17.21% -2.77% 10.32% -18.32% 70.56% 14 days 29 37.9% -1.62% 5.66% 47.99% -12.59% 23.92% -98.88% 183.62% 30 days 29 41.4% -6.81% 2.21% 48.94% -16.41% 20.82% -98.80% 182.60% 90 days 25 28.0% -21.05% -9.56% 53.79% -31.77% 12.64% -99.06% 199.90% 180 days 25 64.0% 24.73% 110.84% 308.08% -16.32% 238.01% -99.69% 1468.27% 365 days 25 60.0% 37.28% 85.63% 280.59% -30.19% 201.45% -99.87% 1295.54% ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.27% Rounded target for matching: -10% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 38.5% -3.69% -6.48% 11.71% -13.55% 0.59% -33.21% 10.69% 14 days 13 30.8% -8.98% -8.76% 11.50% -15.72% -1.81% -31.81% 7.64% 30 days 13 15.4% -11.07% -19.44% 28.99% -36.96% -1.92% -98.94% 26.71% 90 days 13 46.2% -13.16% 13.63% 75.87% -32.22% 59.48% -99.08% 191.98% 180 days 13 69.2% 21.68% 73.18% 178.08% -34.43% 180.79% -99.07% 598.99% 365 days 11 63.6% 52.65% 145.42% 314.09% -65.58% 356.43% -99.89% 910.62% ======================================================================================================================== Chart 14: BCH-USD (R² = 0.8445, Window = 120 days) | Price: $508.09 | Date: 2025-07-09 | Daily: +1.5% | MTD: +0.4% | QTD: +0.4% | YTD: +17.1%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $508.09 ($437.34,-14% - $568.41,+12%) +30d (1m): $568.62,+11.9% ($497.80,-2% - $649.53,+28%) +60d (2m): $648.50,+27.6% ($566.19,+11% - $742.76,+46%) +90d (3m): $739.59,+45.6% ($643.54,+27% - $849.98,+67%) +180d (6m): $1.1K,+115.9% ($941.48,+85% - $1.3K,+152%) +365d (1y): $2.5K,+385.6% ($2.0K,+300% - $3.0K,+490%) +EOY (175d): $1.1K,+111.2% ($921.91,+81% - $1.2K,+146%) End-of-year outlook: 📈 Bullish Trend (+111.2%) Confidence: 84.4% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 175 days | EOY Target: $1.1K (+111.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BCH - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 19.40% Rounded target for matching: 19% Similar historical periods found: 22 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 22 63.6% 8.84% 14.86% 33.45% 0.03% 29.69% -14.79% 144.03% 14 days 22 72.7% 10.99% 19.50% 30.84% 5.83% 33.18% -18.44% 99.95% 30 days 22 77.3% 16.36% 23.48% 34.60% 8.14% 38.82% -28.12% 116.56% 90 days 20 65.0% 5.94% 30.54% 65.36% -0.05% 61.13% -40.71% 243.55% 180 days 20 55.0% 22.64% 37.37% 81.96% -0.98% 75.73% -53.28% 216.39% 365 days 18 50.0% -5.80% 10.14% 88.51% -33.87% 54.15% -94.38% 186.65% ======================================================================================================================== BCH - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 75.04% Rounded target for matching: 75% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 62.5% 12.88% 7.88% 18.31% -7.43% 23.20% -18.61% 30.67% 14 days 8 75.0% 10.85% 23.33% 37.47% -8.00% 54.66% -19.81% 88.53% 30 days 8 37.5% -3.84% -3.74% 23.45% -23.35% 15.86% -46.32% 29.40% 90 days 8 37.5% -38.29% -13.89% 36.05% -44.03% 16.25% -50.83% 36.45% 180 days 8 37.5% -17.83% 21.09% 61.19% -30.06% 72.24% -29.95% 135.79% 365 days 7 42.9% -43.52% -1.76% 63.38% -60.38% 56.86% -61.93% 79.81% ======================================================================================================================== Chart 15: JLP-USD (R² = 0.8413, Window = 500 days) | Price: $4.51 | Date: 2025-07-09 | Daily: -0.4% | MTD: -0.2% | QTD: -0.2% | YTD: +8.1%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $4.51 ($4.11,-9% - $5.69,+26%) +30d (1m): $5.03,+11.5% ($4.27,-5% - $5.91,+31%) +60d (2m): $5.23,+16.0% ($4.45,-1% - $6.15,+36%) +90d (3m): $5.44,+20.6% ($4.62,+3% - $6.40,+42%) +180d (6m): $6.12,+35.7% ($5.20,+15% - $7.21,+60%) +365d (1y): $7.80,+73.0% ($6.62,+47% - $9.20,+104%) +EOY (175d): $6.08,+34.8% ($5.17,+15% - $7.16,+59%) End-of-year outlook: 📈 Bullish Trend (+34.8%) Confidence: 84.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈28%) 📅 Days until EOY 2025: 175 days | EOY Target: $6.08 (+34.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== JLP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.00% Rounded target for matching: -1% Similar historical periods found: 23 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 23 73.9% 4.95% 3.81% 5.43% 1.46% 6.16% -6.96% 14.94% 14 days 23 73.9% 8.54% 6.14% 7.11% 3.06% 9.21% -9.38% 16.10% 30 days 23 91.3% 7.74% 9.54% 7.18% 6.44% 12.64% -1.00% 25.58% 90 days 18 77.8% 14.66% 12.91% 15.44% 5.23% 20.59% -16.38% 36.86% 180 days 12 100.0% 42.15% 36.13% 15.80% 26.09% 46.16% 7.08% 53.41% 365 days 4 100.0% 55.88% 55.23% 2.37% 51.46% 59.00% 51.36% 57.80% ======================================================================================================================== JLP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 28.05% Rounded target for matching: 28% Similar historical periods found: 9 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 77.8% 3.59% 2.20% 4.66% -1.39% 5.78% -9.05% 6.14% 14 days 9 88.9% 3.05% 4.49% 4.26% 1.21% 7.76% -1.69% 10.17% 30 days 9 88.9% 8.82% 7.34% 4.66% 3.76% 10.92% -2.36% 13.73% 90 days 9 66.7% 8.46% 7.95% 12.71% -1.82% 17.72% -11.77% 23.47% 180 days 9 100.0% 32.01% 27.07% 16.75% 14.19% 39.94% 2.74% 50.72% 365 days 4 100.0% 70.90% 70.13% 2.43% 66.26% 73.99% 66.13% 72.58% ======================================================================================================================== ====================================================================================================================================================== 🟢 TOP 13 CRYPTO INSTRUMENTS - UNDERVALUED OPPORTUNITIES ====================================================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 PENDLE-USD 70.2 0.7563 407.3 $3.41 235.0 1000 -2.0 -1.3 -1.3 -29.8 2 IMX-USD 59.7 0.7962 -100.0 $0.004143 148.4 120 +0.0 +0.0 +0.0 +0.0 3 RAY-USD 54.8 0.7631 275.6 $2.34 121.4 1000 +3.0 +9.7 +9.7 -52.2 4 SOL-USD 51.1 0.7854 204.6 $151.30 104.3 1000 -0.7 -2.2 -2.2 -20.1 5 HYPE-USD 39.6 0.8325 -97.1 $0.000005 65.5 1000 +0.0 +0.0 +0.0 +0.0 6 GT-USD 29.1 0.8886 165.9 $16.22 41.0 750 +2.9 +5.5 +5.5 -2.8 7 XRP-USD 25.6 0.7211 370.3 $2.30 34.4 500 -0.5 +3.0 +3.0 +10.8 8 BNB-USD 22.9 0.7552 88.2 $661.72 29.7 750 +0.0 +0.7 +0.7 -5.6 9 SAROS-USD 17.7 0.9109 51274.3 $0.227541 21.5 365 -0.6 +3.5 +3.5 +1405.2 10 FTN-USD 13.3 0.9877 133.3 $4.45 15.4 750 -0.0 +0.8 +0.8 +26.3 11 BGB-USD 13.1 0.8901 247.6 $4.30 15.1 1000 -0.6 -5.2 -5.2 -27.8 12 LEO-USD 12.3 0.8869 73.6 $9.13 14.0 750 +0.6 +0.9 +0.9 +0.9 13 BTC-USD 11.7 0.9359 103.3 $108.4K 13.2 1000 -0.5 +1.2 +1.2 +16.1 📊 DISPLAYING 13 UNDERVALUED CRYPTO OPPORTUNITY CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: PENDLE-USD (Undervalued by 70.2%, Window = 1000 days) | Price: $3.41 | Date: 2025-07-09 | Daily: -2.0% | MTD: -1.3% | QTD: -1.3% | YTD: -29.8%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $3.41 ($2.73,-20% - $47.92,+1305%) +30d (1m): $13.06,+282.9% ($3.11,-9% - $54.77,+1506%) +60d (2m): $14.93,+337.6% ($3.56,+4% - $62.61,+1735%) +90d (3m): $17.06,+400.0% ($4.07,+19% - $71.57,+1998%) +180d (6m): $25.46,+646.3% ($6.06,+78% - $106.92,+3034%) +365d (1y): $57.98,+1599.6% ($13.77,+304% - $244.10,+7056%) +EOY (175d): $24.90,+629.8% ($5.93,+74% - $104.56,+2965%) End-of-year outlook: 📈 Bullish Trend (+629.8%) Confidence: 75.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 175 days | EOY Target: $24.90 (+629.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -21.19% Rounded target for matching: -21% Similar historical periods found: 18 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 18 22.2% -14.26% -8.18% 21.42% -18.83% 2.47% -43.95% 41.33% 14 days 18 27.8% -10.18% -10.82% 21.82% -21.67% 0.03% -47.57% 30.40% 30 days 18 33.3% -2.30% -5.98% 24.32% -18.08% 6.11% -56.99% 30.49% 90 days 18 44.4% -7.07% 15.05% 78.47% -23.97% 54.07% -75.08% 239.11% 180 days 15 46.7% -1.56% 179.71% 368.75% -24.50% 383.92% -91.44% 1013.13% 365 days 13 61.5% 16.83% 584.06% 921.57% 27.17% 1140.96% -93.29% 2696.75% ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.46% Rounded target for matching: 7% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 50.0% -0.95% 1.79% 21.13% -15.88% 19.46% -38.74% 31.42% 14 days 8 75.0% 18.28% 9.44% 24.43% -10.99% 29.87% -35.53% 36.37% 30 days 8 62.5% 7.75% 1.75% 28.72% -22.26% 25.75% -46.60% 35.98% 90 days 6 50.0% 7.46% 24.85% 62.57% -40.81% 90.51% -34.09% 151.94% 180 days 6 83.3% 366.62% 399.07% 330.17% 52.58% 745.57% -72.23% 908.54% 365 days 6 83.3% 1018.18% 826.23% 496.91% 304.76% 1347.71% -95.02% 1420.88% ======================================================================================================================== Chart 2: IMX-USD (Undervalued by 59.7%, Window = 120 days) | Price: $0.004143 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.004143 ($0.004670,+13% - $0.022676,+447%) +30d (1m): $0.005256,+26.9% ($0.002357,-43% - $0.011718,+183%) +60d (2m): $0.002684,-35.2% ($0.001184,-71% - $0.006082,+47%) +90d (3m): $0.001371,-66.9% ($0.000593,-86% - $0.003171,-23%) +180d (6m): $0.000183,-95.6% ($0.000073,-98% - $0.000459,-89%) +365d (1y): $0.000003,-99.9% ($0.000001,-100% - $0.000009,-100%) +EOY (175d): $0.000204,-95.1% ($0.000082,-98% - $0.000511,-88%) End-of-year outlook: 📉 Bearish Trend (-95.1%) Confidence: 79.6% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.000204 (-95.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 3: RAY-USD (Undervalued by 54.8%, Window = 1000 days) | Price: $2.34 | Date: 2025-07-09 | Daily: +3.0% | MTD: +9.7% | QTD: +9.7% | YTD: -52.2%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $2.34 ($1.64,-30% - $16.28,+597%) +30d (1m): $5.77,+146.8% ($1.83,-22% - $18.15,+677%) +60d (2m): $6.43,+175.2% ($2.04,-13% - $20.24,+766%) +90d (3m): $7.17,+206.8% ($2.28,-3% - $22.58,+866%) +180d (6m): $9.93,+325.1% ($3.15,+35% - $31.31,+1240%) +365d (1y): $19.43,+731.4% ($6.15,+163% - $61.35,+2526%) +EOY (175d): $9.76,+317.5% ($3.10,+32% - $30.75,+1216%) End-of-year outlook: 📈 Bullish Trend (+317.5%) Confidence: 76.3% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈42%) 📅 Days until EOY 2025: 175 days | EOY Target: $9.76 (+317.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== RAY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.15% Rounded target for matching: -6% Similar historical periods found: 25 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 25 56.0% 0.88% -1.74% 20.79% -10.33% 6.84% -63.71% 32.28% 14 days 25 44.0% -3.07% -2.47% 25.06% -12.82% 7.88% -65.84% 64.50% 30 days 25 48.0% -0.97% 9.26% 49.01% -10.97% 29.49% -63.07% 141.74% 90 days 25 40.0% -10.44% 126.20% 298.35% 3.05% 249.35% -72.42% 889.88% 180 days 24 54.2% 14.14% 228.98% 444.23% 41.40% 416.56% -89.82% 1250.62% 365 days 23 56.5% 101.30% 302.66% 399.14% 130.06% 475.26% -97.81% 942.71% ======================================================================================================================== Chart 4: SOL-USD (Undervalued by 51.1%, Window = 1000 days) | Price: $151.30 | Date: 2025-07-09 | Daily: -0.7% | MTD: -2.2% | QTD: -2.2% | YTD: -20.1%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $151.30 ($125.02,-17% - $764.46,+405%) +30d (1m): $338.79,+123.9% ($136.98,-9% - $837.88,+454%) +60d (2m): $371.26,+145.4% ($150.09,-1% - $918.36,+507%) +90d (3m): $406.85,+168.9% ($164.45,+9% - $1.0K,+565%) +180d (6m): $535.43,+253.9% ($216.28,+43% - $1.3K,+776%) +365d (1y): $941.59,+522.3% ($379.76,+151% - $2.3K,+1443%) +EOY (175d): $527.32,+248.5% ($213.02,+41% - $1.3K,+763%) End-of-year outlook: 📈 Bullish Trend (+248.5%) Confidence: 78.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 7 periods in chart (90d ROC≈34%) 📅 Days until EOY 2025: 175 days | EOY Target: $527.32 (+248.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.08% Rounded target for matching: -6% Similar historical periods found: 25 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 25 40.0% -2.98% -1.01% 9.79% -5.06% 3.03% -18.15% 25.41% 14 days 25 36.0% -7.01% -2.32% 21.08% -11.02% 6.38% -42.28% 59.67% 30 days 25 56.0% 3.72% 1.93% 34.51% -12.31% 16.18% -53.77% 84.35% 90 days 25 32.0% -15.12% 6.15% 70.12% -22.80% 35.09% -50.87% 295.93% 180 days 24 33.3% -8.99% 15.70% 112.56% -31.82% 63.23% -83.60% 372.49% 365 days 20 50.0% 1.33% 436.74% 1081.48% -69.41% 942.89% -94.10% 4935.40% ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 34.13% Rounded target for matching: 34% Similar historical periods found: 9 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 66.7% 3.22% 0.60% 15.34% -11.19% 12.40% -25.33% 18.56% 14 days 9 44.4% -6.84% -2.89% 12.28% -12.33% 6.55% -23.45% 14.76% 30 days 9 55.6% 10.85% 22.88% 52.06% -17.14% 62.89% -20.55% 125.52% 90 days 9 55.6% 3.65% 156.18% 294.99% -70.57% 382.93% -12.60% 739.59% 180 days 9 88.9% 37.04% 227.17% 387.90% -71.00% 525.33% -9.53% 1036.42% 365 days 7 71.4% 528.82% 1340.99% 1752.44% -279.75% 2961.73% -3.54% 4326.04% ======================================================================================================================== Chart 5: HYPE-USD (Undervalued by 39.6%, Window = 1000 days) | Price: $0.000005 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000005 ($0.000001,-86% - $0.000107,+1876%) +30d (1m): $0.000007,+23.6% ($0.000001,-90% - $0.000080,+1376%) +60d (2m): $0.000005,-7.7% ($0.000000,-92% - $0.000060,+1003%) +90d (3m): $0.000004,-31.1% ($0.000000,-94% - $0.000045,+724%) +180d (6m): $0.000002,-71.3% ($0.000000,-98% - $0.000019,+243%) +365d (1y): $0.000000,-95.3% ($0.000000,-100% - $0.000003,-43%) +EOY (175d): $0.000002,-69.9% ($0.000000,-97% - $0.000019,+261%) End-of-year outlook: 📉 Bearish Trend (-69.9%) Confidence: 83.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 19 periods in chart (90d ROC≈-84%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.000002 (-69.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -66.23% Rounded target for matching: -66% Similar historical periods found: 5 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 5 20.0% -7.14% -4.98% 7.41% -14.18% 4.22% -12.68% 7.14% 14 days 5 40.0% -6.87% 0.71% 19.70% -23.75% 25.18% -20.93% 35.71% 30 days 5 20.0% -5.09% -21.42% 35.52% -65.52% 22.68% -86.51% 14.29% 90 days 3 0.0% -75.17% -53.38% 32.26% -133.53% 26.76% -77.21% -7.77% 180 days 3 33.3% -67.91% 302.45% 537.31% -1032.30% 1637.21% -86.98% 1062.25% ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -84.11% Rounded target for matching: -84% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 28.6% -5.48% -9.59% 15.69% -15.68% -3.51% -38.49% 25.89% 14 days 28 21.4% -19.80% -17.57% 22.83% -26.43% -8.72% -50.35% 38.91% 30 days 28 25.0% -26.16% -26.32% 36.45% -40.45% -12.18% -76.91% 109.53% 90 days 28 39.3% -59.53% 333.50% 666.97% 74.87% 592.13% -95.60% 2131.91% 180 days 28 39.3% -88.76% 395.38% 790.96% 88.68% 702.08% -97.52% 2614.96% 365 days 26 3.8% -88.37% -80.14% 25.99% -90.64% -69.64% -99.22% 4.44% ======================================================================================================================== Chart 6: GT-USD (Undervalued by 29.1%, Window = 750 days) | Price: $16.22 | Date: 2025-07-09 | Daily: +2.9% | MTD: +5.5% | QTD: +5.5% | YTD: -2.8%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $16.22 ($15.27,-6% - $34.26,+111%) +30d (1m): $24.78,+52.8% ($16.54,+2% - $37.14,+129%) +60d (2m): $26.86,+65.6% ($17.92,+11% - $40.25,+148%) +90d (3m): $29.11,+79.5% ($19.42,+20% - $43.63,+169%) +180d (6m): $37.04,+128.4% ($24.70,+52% - $55.55,+243%) +365d (1y): $60.81,+275.0% ($40.50,+150% - $91.32,+463%) +EOY (175d): $36.55,+125.4% ($24.37,+50% - $54.81,+238%) End-of-year outlook: 📈 Bullish Trend (+125.4%) Confidence: 88.9% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $36.55 (+125.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -11.93% Rounded target for matching: -12% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 36.8% -1.39% -1.73% 6.09% -4.67% 1.20% -19.11% 11.86% 14 days 19 42.1% -1.10% -1.57% 7.90% -5.37% 2.24% -14.71% 17.70% 30 days 19 36.8% -6.90% -0.50% 25.51% -12.79% 11.80% -24.84% 66.40% 90 days 16 31.2% -9.81% 8.12% 32.85% -9.39% 25.62% -19.83% 69.20% 180 days 16 81.2% 31.20% 132.63% 226.71% 11.82% 253.43% -39.24% 714.17% 365 days 16 68.8% 44.74% 221.12% 300.96% 60.75% 381.49% -16.13% 829.96% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -24.64% Rounded target for matching: -25% Similar historical periods found: 18 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 18 77.8% 3.03% 3.28% 5.37% 0.61% 5.95% -6.87% 15.76% 14 days 18 72.2% 5.17% 6.54% 12.56% 0.29% 12.79% -7.22% 51.47% 30 days 18 83.3% 8.44% 11.17% 13.30% 4.56% 17.79% -10.91% 47.45% 90 days 18 77.8% 34.00% 76.37% 91.40% 30.92% 121.83% -12.02% 245.08% 180 days 18 88.9% 33.92% 376.84% 555.15% 100.77% 652.91% -10.76% 1805.73% 365 days 18 88.9% 86.17% 509.59% 595.91% 213.25% 805.93% -12.14% 1406.60% ======================================================================================================================== Chart 7: XRP-USD (Undervalued by 25.6%, Window = 500 days) | Price: $2.30 | Date: 2025-07-09 | Daily: -0.5% | MTD: +3.0% | QTD: +3.0% | YTD: +10.8%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $2.30 ($1.46,-37% - $6.57,+185%) +30d (1m): $3.52,+52.7% ($1.66,-28% - $7.46,+224%) +60d (2m): $4.00,+73.4% ($1.88,-18% - $8.48,+268%) +90d (3m): $4.54,+96.9% ($2.14,-7% - $9.64,+318%) +180d (6m): $6.65,+188.5% ($3.12,+36% - $14.15,+514%) +365d (1y): $14.57,+532.3% ($6.80,+195% - $31.23,+1255%) +EOY (175d): $6.51,+182.4% ($3.06,+33% - $13.85,+501%) End-of-year outlook: 📈 Bullish Trend (+182.4%) Confidence: 72.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 7 periods in chart (90d ROC≈17%) 📅 Days until EOY 2025: 175 days | EOY Target: $6.51 (+182.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.67% Rounded target for matching: -1% Similar historical periods found: 61 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 61 55.7% 0.52% 0.58% 9.21% -1.78% 2.93% -19.93% 27.47% 14 days 61 42.6% -0.71% 5.94% 36.00% -3.28% 15.16% -41.11% 172.58% 30 days 61 42.6% -1.19% 11.70% 45.18% 0.13% 23.27% -45.96% 153.46% 90 days 59 66.1% 10.43% 29.67% 73.08% 10.62% 48.71% -59.40% 298.37% 180 days 59 61.0% 17.30% 115.13% 187.67% 66.22% 164.04% -62.00% 541.30% 365 days 50 62.0% 27.13% 108.36% 170.47% 59.92% 156.81% -67.32% 432.92% ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 17.21% Rounded target for matching: 17% Similar historical periods found: 29 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 29 27.6% -3.29% -3.03% 7.69% -5.96% -0.11% -20.21% 17.81% 14 days 29 34.5% -2.06% -0.69% 11.13% -4.92% 3.54% -25.86% 30.46% 30 days 29 44.8% -1.56% 8.38% 29.25% -2.75% 19.50% -20.56% 88.06% 90 days 29 58.6% 9.54% 77.71% 135.80% 26.06% 129.37% -36.05% 402.44% 180 days 29 79.3% 104.53% 129.46% 143.92% 74.72% 184.20% -50.76% 424.96% 365 days 22 90.9% 169.00% 164.08% 146.79% 99.00% 229.17% -55.78% 449.24% ======================================================================================================================== Chart 8: BNB-USD (Undervalued by 22.9%, Window = 750 days) | Price: $661.72 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.7% | QTD: +0.7% | YTD: -5.6%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $661.72 ($563.63,-15% - $1.3K,+97%) +30d (1m): $903.79,+36.6% ($593.61,-10% - $1.4K,+108%) +60d (2m): $951.99,+43.9% ($625.18,-6% - $1.4K,+119%) +90d (3m): $1.0K,+51.5% ($658.41,-0% - $1.5K,+131%) +180d (6m): $1.2K,+77.1% ($769.05,+16% - $1.8K,+170%) +365d (1y): $1.6K,+144.0% ($1.1K,+60% - $2.5K,+272%) +EOY (175d): $1.2K,+75.6% ($762.45,+15% - $1.8K,+168%) End-of-year outlook: 📈 Bullish Trend (+75.6%) Confidence: 75.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈15%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.2K (+75.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.64% Rounded target for matching: -1% Similar historical periods found: 79 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 79 51.9% 0.08% 0.53% 6.13% -0.85% 1.90% -16.39% 18.43% 14 days 79 50.6% 0.14% 1.54% 11.31% -1.00% 4.07% -45.27% 30.79% 30 days 79 60.8% 1.76% 2.06% 15.58% -1.43% 5.55% -47.81% 45.46% 90 days 76 53.9% 2.48% 24.77% 119.84% -2.61% 52.16% -51.14% 994.45% 180 days 71 73.2% 20.74% 190.52% 525.57% 66.12% 314.92% -62.92% 2248.88% 365 days 60 75.0% 96.18% 385.22% 694.45% 205.82% 564.61% -52.21% 2242.97% ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 14.60% Rounded target for matching: 15% Similar historical periods found: 18 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 18 72.2% 3.14% 2.91% 6.58% -0.36% 6.18% -15.29% 12.21% 14 days 18 66.7% 3.21% 1.63% 9.02% -2.86% 6.12% -14.64% 26.14% 30 days 18 38.9% -0.71% 4.41% 14.52% -2.81% 11.63% -13.96% 50.72% 90 days 16 37.5% -4.93% 68.07% 228.67% -53.78% 189.92% -26.43% 943.27% 180 days 15 46.7% -1.29% 235.33% 604.93% -99.67% 570.33% -33.30% 2216.34% 365 days 12 66.7% 85.01% 581.89% 810.44% 66.97% 1096.82% -43.19% 2017.06% ======================================================================================================================== Chart 9: SAROS-USD (Undervalued by 17.7%, Window = 365 days) | Price: $0.227541 | Date: 2025-07-09 | Daily: -0.6% | MTD: +3.5% | QTD: +3.5% | YTD: +1405.2%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.227541 ($0.090737,-60% - $0.842691,+270%) +30d (1m): $0.461879,+103.0% ($0.151317,-33% - $1.41,+520%) +60d (2m): $0.771488,+239.1% ($0.252282,+11% - $2.36,+937%) +90d (3m): $1.29,+466.3% ($0.420514,+85% - $3.95,+1635%) +180d (6m): $6.01,+2539.2% ($1.94,+755% - $18.54,+8050%) +365d (1y): $142.06,+62332.7% ($44.98,+19670% - $448.63,+197062%) +EOY (175d): $5.51,+2322.9% ($1.79,+685% - $17.02,+7379%) End-of-year outlook: 📈 Bullish Trend (+2322.9%) Confidence: 91.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $5.51 (+2322.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 10: FTN-USD (Undervalued by 13.3%, Window = 750 days) | Price: $4.45 | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.8% | QTD: +0.8% | YTD: +26.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.45 ($4.60,+3% - $5.74,+29%) +30d (1m): $5.51,+23.7% ($4.93,+11% - $6.15,+38%) +60d (2m): $5.91,+32.6% ($5.29,+19% - $6.60,+48%) +90d (3m): $6.33,+42.2% ($5.67,+27% - $7.07,+59%) +180d (6m): $7.80,+75.2% ($6.99,+57% - $8.72,+96%) +365d (1y): $11.99,+169.2% ($10.73,+141% - $13.39,+201%) +EOY (175d): $7.71,+73.2% ($6.91,+55% - $8.61,+93%) End-of-year outlook: 📈 Bullish Trend (+73.2%) Confidence: 98.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 43 periods in chart (90d ROC≈11%) 📅 Days until EOY 2025: 175 days | EOY Target: $7.71 (+73.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.85% Rounded target for matching: 1% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 85.4% 0.87% 1.51% 2.66% 0.74% 2.29% -9.83% 7.99% 14 days 48 95.8% 4.55% 3.48% 3.32% 2.52% 4.45% -5.19% 11.00% 30 days 48 97.9% 6.41% 6.93% 5.61% 5.30% 8.56% -1.01% 24.09% 90 days 42 100.0% 11.59% 19.04% 12.34% 15.19% 22.89% 2.78% 50.28% 180 days 18 100.0% 57.94% 56.40% 9.65% 51.60% 61.20% 42.34% 81.28% 365 days 14 100.0% 128.40% 131.30% 20.81% 119.28% 143.31% 99.75% 159.93% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.62% Rounded target for matching: 11% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 83.7% 0.69% 2.67% 4.89% 1.17% 4.18% -7.00% 15.79% 14 days 43 88.4% 1.40% 3.52% 4.84% 2.03% 5.01% -6.69% 14.87% 30 days 43 93.0% 3.89% 6.77% 7.17% 4.57% 8.98% -2.13% 23.72% 90 days 21 100.0% 35.39% 33.27% 9.39% 29.00% 37.55% 10.08% 48.15% 180 days 20 100.0% 64.16% 65.10% 7.30% 61.68% 68.51% 55.19% 82.46% 365 days 13 100.0% 157.01% 154.69% 7.44% 150.19% 159.18% 138.05% 161.85% ======================================================================================================================== Chart 11: BGB-USD (Undervalued by 13.1%, Window = 1000 days) | Price: $4.30 | Date: 2025-07-09 | Daily: -0.6% | MTD: -5.2% | QTD: -5.2% | YTD: -27.8%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $4.30 ($2.51,-42% - $9.79,+127%) +30d (1m): $5.49,+27.5% ($2.78,-35% - $10.84,+152%) +60d (2m): $6.08,+41.3% ($3.08,-29% - $12.01,+179%) +90d (3m): $6.73,+56.5% ($3.41,-21% - $13.31,+209%) +180d (6m): $9.16,+112.8% ($4.63,+8% - $18.10,+321%) +365d (1y): $17.22,+300.2% ($8.70,+102% - $34.08,+692%) +EOY (175d): $9.00,+109.2% ($4.55,+6% - $17.80,+314%) End-of-year outlook: 📈 Bullish Trend (+109.2%) Confidence: 89.0% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈3%) 📅 Days until EOY 2025: 175 days | EOY Target: $9.00 (+109.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -9.95% Rounded target for matching: -10% Similar historical periods found: 17 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 64.7% 0.86% 1.47% 6.74% -2.00% 4.93% -12.63% 13.58% 14 days 17 58.8% 2.54% 2.40% 8.98% -2.21% 7.02% -12.10% 18.80% 30 days 17 52.9% 0.42% 1.22% 17.46% -7.76% 10.19% -27.79% 49.38% 90 days 17 64.7% 4.25% 21.38% 39.26% 1.20% 41.57% -19.94% 100.14% 180 days 16 93.8% 119.08% 168.58% 187.08% 68.90% 268.27% -2.77% 597.04% 365 days 13 100.0% 192.11% 209.40% 65.62% 169.74% 249.05% 109.59% 351.84% ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.75% Rounded target for matching: 3% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 45.5% -1.23% -1.28% 6.99% -5.98% 3.42% -18.70% 7.04% 14 days 11 81.8% 3.89% 3.89% 8.91% -2.10% 9.88% -18.72% 16.26% 30 days 11 81.8% 14.27% 39.08% 44.96% 8.88% 69.28% -14.63% 129.49% 90 days 11 90.9% 115.50% 154.56% 178.71% 34.50% 274.62% -3.18% 526.47% 180 days 11 100.0% 156.80% 196.61% 126.49% 111.64% 281.59% 31.98% 534.87% 365 days 8 100.0% 208.59% 200.26% 40.65% 166.28% 234.24% 122.27% 256.15% ======================================================================================================================== Chart 12: LEO-USD (Undervalued by 12.3%, Window = 750 days) | Price: $9.13 | Date: 2025-07-09 | Daily: +0.6% | MTD: +0.9% | QTD: +0.9% | YTD: +0.9%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.13 ($8.27,-9% - $13.10,+43%) +30d (1m): $10.89,+19.3% ($8.65,-5% - $13.70,+50%) +60d (2m): $11.39,+24.8% ($9.05,-1% - $14.34,+57%) +90d (3m): $11.92,+30.6% ($9.47,+4% - $15.01,+64%) +180d (6m): $13.66,+49.6% ($10.85,+19% - $17.20,+88%) +365d (1y): $18.07,+97.9% ($14.34,+57% - $22.77,+149%) +EOY (175d): $13.56,+48.5% ($10.76,+18% - $17.07,+87%) End-of-year outlook: 📈 Bullish Trend (+48.5%) Confidence: 88.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 24 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 175 days | EOY Target: $13.56 (+48.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.26% Rounded target for matching: 0% Similar historical periods found: 107 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 107 55.1% 0.23% 0.12% 4.64% -0.77% 1.00% -19.17% 21.24% 14 days 107 56.1% 0.52% 1.42% 12.15% -0.91% 3.75% -24.55% 113.93% 30 days 107 57.9% 1.20% 3.16% 13.97% 0.48% 5.84% -26.57% 82.49% 90 days 105 70.5% 4.66% 12.47% 24.67% 7.70% 17.25% -38.94% 79.92% 180 days 92 90.2% 44.80% 37.92% 37.91% 30.07% 45.77% -49.92% 103.98% 365 days 79 86.1% 70.10% 78.15% 61.48% 64.38% 91.93% -42.96% 181.49% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.03% Rounded target for matching: -3% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 52.1% 0.15% 0.39% 4.42% -0.89% 1.68% -11.09% 13.35% 14 days 48 72.9% 1.93% 1.57% 6.02% -0.18% 3.32% -15.18% 22.76% 30 days 48 64.6% 2.36% 1.55% 6.48% -0.33% 3.43% -14.26% 20.89% 90 days 44 86.4% 7.24% 12.00% 22.11% 5.27% 18.72% -28.82% 103.52% 180 days 44 88.6% 54.69% 40.48% 38.21% 28.86% 52.10% -38.49% 109.54% 365 days 31 83.9% 61.34% 60.17% 50.43% 41.67% 78.67% -35.85% 158.76% ======================================================================================================================== Chart 13: BTC-USD (Undervalued by 11.7%, Window = 1000 days) | Price: $108.4K | Date: 2025-07-09 | Daily: -0.5% | MTD: +1.2% | QTD: +1.2% | YTD: +16.1%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $108.4K ($92.0K,-15% - $163.9K,+51%) +30d (1m): $130.1K,+20.0% ($97.5K,-10% - $173.7K,+60%) +60d (2m): $138.0K,+27.2% ($103.3K,-5% - $184.2K,+70%) +90d (3m): $146.2K,+34.9% ($109.5K,+1% - $195.2K,+80%) +180d (6m): $174.2K,+60.7% ($130.5K,+20% - $232.6K,+115%) +365d (1y): $249.6K,+130.2% ($186.8K,+72% - $333.4K,+208%) +EOY (175d): $172.5K,+59.1% ($129.2K,+19% - $230.4K,+112%) End-of-year outlook: 📈 Bullish Trend (+59.1%) Confidence: 93.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈36%) 📅 Days until EOY 2025: 175 days | EOY Target: $172.5K (+59.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.69% Rounded target for matching: -2% Similar historical periods found: 86 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 86 51.2% 0.42% 0.81% 8.77% -1.07% 2.69% -32.94% 23.72% 14 days 86 59.3% 1.67% 1.55% 12.84% -1.20% 4.30% -31.10% 34.34% 30 days 86 52.3% 0.90% 1.91% 22.91% -3.00% 6.83% -60.32% 55.33% 90 days 86 51.2% 0.37% 10.17% 55.08% -1.64% 21.98% -62.14% 355.12% 180 days 82 64.6% 25.15% 38.06% 82.54% 19.93% 56.20% -62.12% 339.80% 365 days 70 75.7% 69.12% 101.99% 160.03% 63.83% 140.15% -76.74% 1117.48% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 36.17% Rounded target for matching: 36% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 60.0% 2.17% 4.73% 11.31% -1.53% 10.99% -12.33% 33.36% 14 days 15 60.0% 6.78% 6.53% 13.15% -0.76% 13.81% -16.50% 30.45% 30 days 15 66.7% 14.72% 8.48% 20.04% -2.62% 19.58% -24.00% 43.78% 90 days 15 80.0% 17.51% 22.82% 48.75% -4.17% 49.82% -32.09% 174.16% 180 days 15 80.0% 32.99% 109.37% 137.68% 33.12% 185.61% -54.90% 339.80% 365 days 14 85.7% 226.41% 304.13% 372.36% 89.14% 519.13% -73.82% 1341.21% ======================================================================================================================== ====================================================================================================================================================== 🔴 TOP 12 CRYPTO INSTRUMENTS - OVERVALUED WARNINGS ====================================================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 WAL-USD 225.2 0.9266 -95.6 $0.000088 69.3 1000 +0.0 +0.0 +0.0 +15.3 2 AERO-USD 210.8 0.8385 -88.7 $0.000280 67.8 1000 -15.2 +0.8 +0.8 +45.9 3 TRUMP-USD 73.1 0.7858 -93.0 $0.000571 42.2 365 +0.3 +2.0 +2.0 -72.8 4 PEPE-USD 56.0 0.7934 -99.8 $0.000006 35.9 120 +0.0 +0.0 +0.0 +0.0 5 APT-USD 41.5 0.9397 -83.8 $0.000131 29.3 500 +0.0 +0.0 +0.0 -38.4 6 GRT-USD 33.4 0.7712 -89.8 $0.454301 25.0 180 +0.0 +0.0 +0.0 +0.0 7 STX-USD 22.9 0.8480 -76.9 $0.002834 18.6 365 +0.0 +0.0 +0.0 -20.5 8 THETA-USD 22.0 0.7087 -88.3 $0.694362 18.0 180 -1.1 +0.4 +0.4 -68.6 9 WBT-USD 18.7 0.9357 209.0 $44.75 15.8 750 -0.1 +0.9 +0.9 +82.0 10 XDC-USD 16.8 0.7196 -70.9 $0.065146 14.4 180 -0.0 +10.3 +10.3 -7.4 11 WLD-USD 16.7 0.7534 -78.0 $0.863696 14.3 500 -2.4 -3.9 -3.9 -58.6 12 XTZ-USD 15.3 0.7409 -80.0 $0.535111 13.3 180 -0.2 -0.5 -0.5 -58.3 📊 DISPLAYING 12 OVERVALUED CRYPTO WARNING CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: WAL-USD (Overvalued by 225.2%, Window = 1000 days) | Price: $0.000088 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +15.3%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 ($0.000007,-92% - $0.000105,+20%) +30d (1m): $0.000021,-76.2% ($0.000005,-94% - $0.000081,-7%) +60d (2m): $0.000016,-81.6% ($0.000004,-95% - $0.000063,-28%) +90d (3m): $0.000013,-85.7% ($0.000003,-96% - $0.000049,-44%) +180d (6m): $0.000006,-93.4% ($0.000001,-98% - $0.000023,-74%) +365d (1y): $0.000001,-98.6% ($0.000000,-100% - $0.000005,-95%) +EOY (175d): $0.000006,-93.1% ($0.000002,-98% - $0.000024,-73%) End-of-year outlook: 📉 Bearish Trend (-93.1%) Confidence: 92.7% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈46%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.000006 (-93.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 2: AERO-USD (Overvalued by 210.8%, Window = 1000 days) | Price: $0.000280 | Date: 2025-07-09 | Daily: -15.2% | MTD: +0.8% | QTD: +0.8% | YTD: +45.9%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000280 ($0.000020,-93% - $0.000399,+42%) +30d (1m): $0.000075,-73.1% ($0.000017,-94% - $0.000333,+19%) +60d (2m): $0.000063,-77.5% ($0.000014,-95% - $0.000279,-0%) +90d (3m): $0.000053,-81.2% ($0.000012,-96% - $0.000233,-17%) +180d (6m): $0.000031,-89.0% ($0.000007,-98% - $0.000136,-51%) +365d (1y): $0.000010,-96.4% ($0.000002,-99% - $0.000045,-84%) +EOY (175d): $0.000032,-88.7% ($0.000007,-97% - $0.000141,-50%) End-of-year outlook: 📉 Bearish Trend (-88.7%) Confidence: 83.8% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.000032 (-88.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AERO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -8.15% Rounded target for matching: -8% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 72.7% 9.84% 13.64% 18.33% 1.33% 25.95% -5.49% 55.56% 14 days 11 54.5% 4.54% 20.26% 65.93% -24.03% 64.56% -29.51% 210.00% 30 days 11 45.5% -4.50% 68.87% 102.11% 0.27% 137.47% -36.61% 232.97% 90 days 9 33.3% -16.89% -13.52% 46.30% -49.11% 22.07% -96.63% 59.95% 180 days 8 25.0% -50.22% -26.77% 62.73% -79.21% 25.68% -95.48% 93.86% 365 days 4 0.0% -95.55% -86.28% 17.63% -114.33% -58.22% -98.18% -55.84% ======================================================================================================================== Chart 3: TRUMP-USD (Overvalued by 73.1%, Window = 365 days) | Price: $0.000571 | Date: 2025-07-09 | Daily: +0.3% | MTD: +2.0% | QTD: +2.0% | YTD: -72.8%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.000571 ($0.000149,-74% - $0.000730,+28%) +30d (1m): $0.000265,-53.6% ($0.000120,-79% - $0.000587,+3%) +60d (2m): $0.000213,-62.7% ($0.000096,-83% - $0.000472,-17%) +90d (3m): $0.000171,-70.0% ($0.000077,-87% - $0.000380,-33%) +180d (6m): $0.000089,-84.5% ($0.000040,-93% - $0.000198,-65%) +365d (1y): $0.000023,-96.0% ($0.000010,-98% - $0.000052,-91%) +EOY (175d): $0.000092,-83.9% ($0.000041,-93% - $0.000205,-64%) End-of-year outlook: 📉 Bearish Trend (-83.9%) Confidence: 78.6% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.000092 (-83.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -12.65% Rounded target for matching: -13% Similar historical periods found: 25 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 25 48.0% -3.70% 6.47% 49.75% -14.07% 27.00% -96.35% 187.99% 14 days 25 40.0% -5.99% 0.29% 38.18% -15.47% 16.05% -95.91% 115.58% 30 days 25 28.0% -14.87% -5.09% 61.68% -30.55% 20.37% -96.61% 237.06% 90 days 25 52.0% 11.18% 61.05% 204.20% -23.24% 145.34% -95.20% 892.42% 180 days 25 56.0% 15.05% 75.15% 172.64% 3.89% 146.41% -99.14% 494.13% 365 days 25 24.0% -74.36% 67.53% 272.84% -45.10% 180.15% -98.83% 907.98% ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 57.38% Rounded target for matching: 57% Similar historical periods found: 6 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 6 66.7% 34.22% 107.02% 171.51% -72.97% 287.01% -5.28% 482.65% 14 days 6 33.3% -13.05% 26.41% 79.97% -57.51% 110.33% -40.13% 195.01% 30 days 6 50.0% 1.71% 90.95% 177.17% -94.99% 276.88% -51.94% 426.07% 90 days 6 66.7% 8.45% 53.85% 133.80% -86.56% 194.27% -48.83% 342.79% 180 days 6 33.3% -58.28% -32.82% 42.77% -77.70% 12.07% -69.53% 41.91% 365 days 6 16.7% -82.37% 466.76% 1195.52% -787.86% 1721.39% -87.31% 3139.17% ======================================================================================================================== Chart 4: PEPE-USD (Overvalued by 56.0%, Window = 120 days) | Price: $0.000006 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.000006 ($0.000002,-65% - $0.000007,+18%) +30d (1m): $0.000002,-61.6% ($0.000001,-79% - $0.000004,-29%) +60d (2m): $0.000001,-77.0% ($0.000001,-88% - $0.000003,-57%) +90d (3m): $0.000001,-86.3% ($0.000000,-93% - $0.000002,-74%) +180d (6m): $0.000000,-97.1% ($0.000000,-99% - $0.000000,-94%) +365d (1y): $0.000000,-99.9% ($0.000000,-100% - $0.000000,-100%) +EOY (175d): $0.000000,-96.8% ($0.000000,-98% - $0.000000,-94%) End-of-year outlook: 📉 Bearish Trend (-96.8%) Confidence: 79.3% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.000000 (-96.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 5: APT-USD (Overvalued by 41.5%, Window = 500 days) | Price: $0.000131 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: -38.4%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 ($0.000065,-51% - $0.000133,+1%) +30d (1m): $0.000080,-39.2% ($0.000056,-58% - $0.000114,-13%) +60d (2m): $0.000069,-47.6% ($0.000048,-63% - $0.000098,-25%) +90d (3m): $0.000059,-54.9% ($0.000041,-69% - $0.000085,-35%) +180d (6m): $0.000038,-71.2% ($0.000026,-80% - $0.000054,-59%) +365d (1y): $0.000015,-88.5% ($0.000010,-92% - $0.000022,-83%) +EOY (175d): $0.000039,-70.5% ($0.000027,-79% - $0.000056,-58%) End-of-year outlook: 📉 Bearish Trend (-70.5%) Confidence: 94.0% | Valuation: OVERVALUED 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.000039 (-70.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.88% Rounded target for matching: -3% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 11.6% -1.47% -3.01% 20.50% -9.32% 3.30% -51.79% 103.03% 14 days 43 4.7% -2.90% -14.26% 18.75% -20.03% -8.49% -55.36% 2.24% 30 days 43 20.9% -3.52% -11.85% 25.46% -19.68% -4.01% -50.77% 39.42% 90 days 33 6.1% -46.56% 14.60% 232.91% -67.99% 97.19% -81.25% 1273.38% 180 days 19 10.5% -69.52% -15.10% 170.22% -97.14% 66.95% -91.98% 548.39% 365 days 14 14.3% -81.97% -51.38% 82.12% -98.79% -3.96% -98.04% 144.52% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.35% Rounded target for matching: -6% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 46.7% 0.00% -1.77% 21.03% -13.42% 9.88% -66.34% 42.54% 14 days 15 6.7% -2.22% -10.48% 19.05% -21.02% 0.07% -78.25% 2.24% 30 days 15 6.7% -2.96% -7.24% 30.87% -24.33% 9.86% -80.44% 82.05% 90 days 7 42.9% -83.72% 613.16% 898.48% -217.80% 1444.12% -86.31% 2384.83% 180 days 7 57.1% 119.13% 151.70% 225.55% -56.90% 360.29% -85.77% 475.00% 365 days 7 42.9% -22.19% 35.69% 81.96% -40.11% 111.49% -40.99% 152.56% ======================================================================================================================== Chart 6: GRT-USD (Overvalued by 33.4%, Window = 180 days) | Price: $0.454301 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.454301 ($0.239297,-47% - $0.484588,+7%) +30d (1m): $0.282323,-37.9% ($0.197954,-56% - $0.402650,-11%) +60d (2m): $0.234065,-48.5% ($0.163653,-64% - $0.334773,-26%) +90d (3m): $0.194056,-57.3% ($0.135214,-70% - $0.278507,-39%) +180d (6m): $0.110586,-75.7% ($0.076001,-83% - $0.160909,-65%) +365d (1y): $0.034808,-92.3% ($0.022930,-95% - $0.052839,-88%) +EOY (175d): $0.114096,-74.9% ($0.078483,-83% - $0.165867,-63%) End-of-year outlook: 📉 Bearish Trend (-74.9%) Confidence: 77.1% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.114096 (-74.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 7: STX-USD (Overvalued by 22.9%, Window = 365 days) | Price: $0.002834 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: -20.5%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.002834 ($0.001618,-43% - $0.003288,+16%) +30d (1m): $0.002044,-27.9% ($0.001433,-49% - $0.002916,+3%) +60d (2m): $0.001812,-36.1% ($0.001270,-55% - $0.002586,-9%) +90d (3m): $0.001606,-43.3% ($0.001125,-60% - $0.002294,-19%) +180d (6m): $0.001119,-60.5% ($0.000781,-72% - $0.001601,-44%) +365d (1y): $0.000532,-81.2% ($0.000369,-87% - $0.000767,-73%) +EOY (175d): $0.001141,-59.7% ($0.000797,-72% - $0.001634,-42%) End-of-year outlook: 📉 Bearish Trend (-59.7%) Confidence: 84.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.001141 (-59.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.40% Rounded target for matching: -7% Similar historical periods found: 29 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 29 44.8% -0.41% 3.77% 17.21% -2.77% 10.32% -18.32% 70.56% 14 days 29 37.9% -1.62% 5.66% 47.99% -12.59% 23.92% -98.88% 183.62% 30 days 29 41.4% -6.81% 2.21% 48.94% -16.41% 20.82% -98.80% 182.60% 90 days 25 28.0% -21.05% -9.56% 53.79% -31.77% 12.64% -99.06% 199.90% 180 days 25 64.0% 24.73% 110.84% 308.08% -16.32% 238.01% -99.69% 1468.27% 365 days 25 60.0% 37.28% 85.63% 280.59% -30.19% 201.45% -99.87% 1295.54% ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.27% Rounded target for matching: -10% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 38.5% -3.69% -6.48% 11.71% -13.55% 0.59% -33.21% 10.69% 14 days 13 30.8% -8.98% -8.76% 11.50% -15.72% -1.81% -31.81% 7.64% 30 days 13 15.4% -11.07% -19.44% 28.99% -36.96% -1.92% -98.94% 26.71% 90 days 13 46.2% -13.16% 13.63% 75.87% -32.22% 59.48% -99.08% 191.98% 180 days 13 69.2% 21.68% 73.18% 178.08% -34.43% 180.79% -99.07% 598.99% 365 days 11 63.6% 52.65% 145.42% 314.09% -65.58% 356.43% -99.89% 910.62% ======================================================================================================================== Chart 8: THETA-USD (Overvalued by 22.0%, Window = 180 days) | Price: $0.694362 | Date: 2025-07-09 | Daily: -1.1% | MTD: +0.4% | QTD: +0.4% | YTD: -68.6%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.694362 ($0.384911,-45% - $0.841291,+21%) +30d (1m): $0.476981,-31.3% ($0.321840,-54% - $0.706906,+2%) +60d (2m): $0.399805,-42.4% ($0.268919,-61% - $0.594394,-14%) +90d (3m): $0.335116,-51.7% ($0.224550,-68% - $0.500123,-28%) +180d (6m): $0.197350,-71.6% ($0.130238,-81% - $0.299046,-57%) +365d (1y): $0.066458,-90.4% ($0.041847,-94% - $0.105543,-85%) +EOY (175d): $0.203242,-70.7% ($0.134259,-81% - $0.307669,-56%) End-of-year outlook: 📉 Bearish Trend (-70.7%) Confidence: 70.9% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-4%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.203242 (-70.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -13.83% Rounded target for matching: -14% Similar historical periods found: 36 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 36 61.1% 1.57% 0.19% 11.48% -3.69% 4.08% -41.73% 21.76% 14 days 36 50.0% -0.26% 0.72% 15.81% -4.63% 6.07% -48.80% 28.08% 30 days 36 44.4% -1.61% 8.45% 39.39% -4.88% 21.78% -41.62% 173.82% 90 days 36 41.7% -12.89% 27.92% 98.50% -5.41% 61.25% -68.17% 362.82% 180 days 35 74.3% 6.68% 128.74% 365.72% 3.11% 254.37% -68.10% 1764.51% 365 days 29 62.1% 61.42% 153.50% 311.47% 35.03% 271.98% -83.03% 1045.67% ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.24% Rounded target for matching: -4% Similar historical periods found: 24 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 24 45.8% -1.87% -0.46% 10.68% -4.97% 4.05% -24.90% 21.41% 14 days 24 54.2% 0.26% 2.21% 19.46% -6.01% 10.43% -34.55% 64.22% 30 days 24 37.5% -5.01% 15.57% 72.83% -15.19% 46.32% -61.74% 219.92% 90 days 24 33.3% -18.37% 4.79% 55.88% -18.81% 28.39% -62.37% 155.99% 180 days 23 47.8% -1.76% 54.06% 152.99% -12.10% 120.22% -83.14% 500.53% 365 days 21 57.1% 32.82% 678.16% 2139.33% -295.65% 1651.97% -87.84% 9864.20% ======================================================================================================================== Chart 9: WBT-USD (Overvalued by 18.7%, Window = 750 days) | Price: $44.75 | Date: 2025-07-09 | Daily: -0.1% | MTD: +0.9% | QTD: +0.9% | YTD: +82.0%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $44.75 ($26.69,-40% - $53.23,+19%) +30d (1m): $41.35,-7.6% ($29.28,-35% - $58.41,+31%) +60d (2m): $45.37,+1.4% ($32.12,-28% - $64.09,+43%) +90d (3m): $49.78,+11.2% ($35.23,-21% - $70.33,+57%) +180d (6m): $65.74,+46.9% ($46.51,+4% - $92.92,+108%) +365d (1y): $116.46,+160.2% ($82.30,+84% - $164.79,+268%) +EOY (175d): $64.73,+44.6% ($45.80,+2% - $91.49,+104%) End-of-year outlook: 📈 Bullish Trend (+44.6%) Confidence: 93.6% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $64.73 (+44.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 10: XDC-USD (Overvalued by 16.8%, Window = 180 days) | Price: $0.065146 | Date: 2025-07-09 | Daily: -0.0% | MTD: +10.3% | QTD: +10.3% | YTD: -7.4%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.065146 ($0.044801,-31% - $0.069405,+7%) +30d (1m): $0.050382,-22.7% ($0.040423,-38% - $0.062795,-4%) +60d (2m): $0.045521,-30.1% ($0.036458,-44% - $0.056836,-13%) +90d (3m): $0.041129,-36.9% ($0.032871,-50% - $0.051462,-21%) +180d (6m): $0.030336,-53.4% ($0.024039,-63% - $0.038283,-41%) +365d (1y): $0.016227,-75.1% ($0.012525,-81% - $0.021023,-68%) +EOY (175d): $0.030854,-52.6% ($0.024462,-62% - $0.038914,-40%) End-of-year outlook: 📉 Bearish Trend (-52.6%) Confidence: 72.0% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.030854 (-52.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XDC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.18% Rounded target for matching: 7% Similar historical periods found: 36 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 36 30.6% -2.88% -0.79% 16.77% -6.46% 4.89% -45.19% 62.78% 14 days 36 47.2% -0.60% 9.57% 40.78% -4.23% 23.37% -40.26% 194.23% 30 days 36 38.9% -4.36% 24.20% 91.48% -6.75% 55.15% -34.76% 461.82% 90 days 35 40.0% -15.78% 36.86% 121.77% -4.97% 78.69% -59.51% 573.91% 180 days 35 65.7% 46.14% 89.81% 148.33% 38.86% 140.77% -57.71% 666.71% 365 days 32 71.9% 62.58% 710.92% 1966.76% 1.83% 1420.02% -78.74% 11026.49% ======================================================================================================================== XDC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.52% Rounded target for matching: 1% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 46.7% -0.76% 3.26% 19.34% -7.45% 13.96% -26.42% 62.27% 14 days 15 26.7% -3.92% 7.41% 51.63% -21.18% 36.00% -30.10% 197.07% 30 days 15 33.3% -11.02% 7.59% 52.20% -21.32% 36.50% -38.99% 183.33% 90 days 15 46.7% -2.15% 27.11% 76.06% -15.00% 69.23% -53.25% 223.79% 180 days 15 66.7% 52.03% 96.24% 153.21% 11.40% 181.09% -51.42% 507.43% 365 days 14 85.7% 330.72% 433.21% 458.96% 168.22% 698.21% -68.05% 1296.85% ======================================================================================================================== Chart 11: WLD-USD (Overvalued by 16.7%, Window = 500 days) | Price: $0.863696 | Date: 2025-07-09 | Daily: -2.4% | MTD: -3.9% | QTD: -3.9% | YTD: -58.6%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.863696 ($0.376646,-56% - $1.45,+68%) +30d (1m): $0.653476,-24.3% ($0.332418,-62% - $1.28,+49%) +60d (2m): $0.577035,-33.2% ($0.293367,-66% - $1.13,+31%) +90d (3m): $0.509536,-41.0% ($0.258888,-70% - $1.00,+16%) +180d (6m): $0.350827,-59.4% ($0.177856,-79% - $0.692019,-20%) +365d (1y): $0.162901,-81.1% ($0.082078,-90% - $0.323310,-63%) +EOY (175d): $0.358177,-58.5% ($0.181606,-79% - $0.706421,-18%) End-of-year outlook: 📉 Bearish Trend (-58.5%) Confidence: 75.3% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈24%) 📅 Days until EOY 2025: 175 days | EOY Target: $0.358177 (-58.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== WLD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -25.82% Rounded target for matching: -26% Similar historical periods found: 9 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 33.3% -1.12% -0.58% 5.94% -5.15% 3.99% -7.43% 13.51% 14 days 9 22.2% -5.69% -3.82% 6.12% -8.53% 0.88% -12.36% 6.30% 30 days 9 22.2% -8.45% -3.90% 16.08% -16.26% 8.46% -26.87% 28.93% 90 days 9 66.7% 4.25% 18.04% 60.47% -28.44% 64.53% -62.74% 159.87% 180 days 8 12.5% -38.58% -33.96% 19.17% -49.99% -17.93% -62.24% 0.53% 365 days 6 66.7% 10251.65% 8012.31% 6149.31% 1559.00% 14465.61% -81.85% 16876.59% ======================================================================================================================== WLD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.28% Rounded target for matching: 24% Similar historical periods found: 5 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 5 60.0% 1.77% 0.22% 7.47% -9.06% 9.49% -10.75% 10.09% 14 days 5 40.0% -1.10% 4.42% 15.27% -14.54% 23.39% -13.92% 24.49% 30 days 5 80.0% 34.14% 75.36% 101.39% -50.54% 201.25% -20.46% 263.98% 90 days 5 60.0% 149.73% 6140.57% 7624.05% -3325.94% 15607.08% -41.04% 17581.99% 180 days 5 60.0% 14.63% 11158.47% 13700.99% -5853.56% 28170.49% -46.19% 28862.16% 365 days 4 75.0% 17706.73% 21821.30% 22609.85% -14156.01% 57798.60% -47.46% 51919.19% ======================================================================================================================== Chart 12: XTZ-USD (Overvalued by 15.3%, Window = 180 days) | Price: $0.535111 | Date: 2025-07-09 | Daily: -0.2% | MTD: -0.5% | QTD: -0.5% | YTD: -58.3%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.535111 ($0.354004,-34% - $0.608168,+14%) +30d (1m): $0.406446,-24.0% ($0.309568,-42% - $0.533642,-0%) +60d (2m): $0.356033,-33.5% ($0.270581,-49% - $0.468470,-12%) +90d (3m): $0.311872,-41.7% ($0.236396,-56% - $0.411447,-23%) +180d (6m): $0.209622,-60.8% ($0.157224,-71% - $0.279483,-48%) +365d (1y): $0.092635,-82.7% ($0.067259,-87% - $0.127585,-76%) +EOY (175d): $0.214300,-60.0% ($0.160843,-70% - $0.285525,-47%) End-of-year outlook: 📉 Bearish Trend (-60.0%) Confidence: 74.1% | Valuation: OVERVALUED 📅 Days until EOY 2025: 175 days | EOY Target: $0.214300 (-60.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -9.75% Rounded target for matching: -10% Similar historical periods found: 56 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 56 42.9% -1.98% -1.20% 9.08% -3.64% 1.23% -21.61% 20.86% 14 days 56 44.6% -0.81% -0.76% 11.48% -3.84% 2.31% -19.46% 37.55% 30 days 56 25.0% -7.65% -6.41% 20.02% -11.77% -1.05% -56.07% 64.01% 90 days 56 30.4% -19.66% 3.74% 66.05% -13.94% 21.43% -72.37% 218.88% 180 days 56 39.3% -13.81% 11.28% 72.56% -8.16% 30.71% -90.83% 263.38% 365 days 52 44.2% -6.34% 27.39% 125.12% -7.45% 62.22% -83.80% 655.85% ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -1.34% Rounded target for matching: -1% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 45.5% -3.06% 0.85% 13.24% -8.05% 9.75% -13.39% 26.41% 14 days 11 27.3% -7.18% 0.52% 18.05% -11.61% 12.65% -13.76% 45.49% 30 days 11 45.5% -2.49% 15.97% 33.10% -6.26% 38.21% -16.50% 79.75% 90 days 11 54.5% 20.99% 22.98% 67.17% -22.14% 68.10% -47.02% 174.81% 180 days 11 45.5% -4.54% 0.04% 49.89% -33.48% 33.55% -68.11% 121.92% 365 days 10 30.0% -48.88% -5.42% 78.86% -61.83% 50.99% -80.79% 155.39% ======================================================================================================================== CRYPTO STATISTICS: ------------------------------------------------------------ Total crypto instruments analyzed: 89 Average R-squared: 0.6614 Best R-squared: 0.987716 Average annual growth: 5796.5% Valuation breakdown: 🟢 UNDERVALUED: 13 (14.6%) - Buy Opportunities 🔴 OVERVALUED: 12 (13.5%) - Sell Warnings 🟡 FAIR_VALUE: 11 (12.4%) - Hold/Monitor Optimal window distribution: 120 days: 14 instruments (15.7%) 180 days: 29 instruments (32.6%) 365 days: 6 instruments (6.7%) 500 days: 13 instruments (14.6%) 750 days: 11 instruments (12.4%) 📊 CRYPTO TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 13 🔴 High-quality overvalued warnings: 12 📈 Top trend performers displayed: 15 💡 Consider buying undervalued cryptos with strong trends ⚠️ Consider reducing overvalued crypto positions ====================================================================================================================================================== 🔥 TOP 8 CURRENCY INSTRUMENTS - BEST TREND ANALYSIS ====================================================================================================================================================== Rank Symbol R² Win Growth% Price Val Dev% Daily% WTD% BTD% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 GBPUSD=X 0.9363 120 39.2 1.3573 🟡FAIR -1.6 -0.1 -0.6 -1.1 -1.2 -1.2 +8.4 2 EURUSD=X 0.9153 120 51.3 1.1708 🟡FAIR -0.8 -0.2 -0.6 -0.2 -0.7 -0.7 +13.1 3 DX-Y.NYB 0.9120 120 -30.6 97.702 🟡FAIR 1.4 +0.2 +0.8 +0.5 +1.0 +1.0 -10.0 4 USDCHF=X 0.8979 120 -36.7 0.7977 🟡FAIR 0.7 +0.2 +0.5 -0.1 +0.6 +0.6 -12.1 5 USDCAD=X 0.8404 120 -18.3 1.3685 🟡FAIR 0.8 +0.0 +0.6 +0.0 +0.6 +0.6 -4.8 6 NZDUSD=X 0.7859 120 28.9 0.5993 🟡FAIR -1.5 -0.1 -0.9 -1.2 -1.6 -1.6 +7.1 7 USDJPY=X 0.6802 1000 10.9 147.12 🟡FAIR nan +0.3 +1.8 +1.8 +2.3 +2.3 -6.7 8 AUDUSD=X 0.6217 1000 -4.7 0.6529 🟡FAIR nan -0.0 -0.3 -0.1 -0.7 -0.7 +5.4 📊 DISPLAYING 8 CURRENCY TREND LEADER CHARTS (Window > 10 days): ------------------------------------------------------------------------------------------------------------------------ Chart 1: GBPUSD=X (R² = 0.9363, Window = 120 days) | Price: 1.3573 | Date: 2025-07-09 | Daily: -0.1% | MTD: -1.2% | QTD: -1.2% | YTD: +8.4%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 1.3573 (1.3573,-0% - 1.4027,+3%) +30d (1m): 1.4178,+4.5% (1.3943,+3% - 1.4417,+6%) +60d (2m): 1.4569,+7.3% (1.4322,+6% - 1.4819,+9%) +90d (3m): 1.4970,+10.3% (1.4710,+8% - 1.5234,+12%) +180d (6m): 1.6241,+19.7% (1.5932,+17% - 1.6556,+22%) +365d (1y): 1.9204,+41.5% (1.8741,+38% - 1.9677,+45%) +EOY (175d): 1.6168,+19.1% (1.5862,+17% - 1.6480,+21%) End-of-year outlook: 📈 Bullish Trend (+19.1%) Confidence: 93.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈8%) 📅 Days until EOY 2025: 175 days | EOY Target: 1.6168 (+19.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GBPUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.44% Rounded target for matching: 0% Similar historical periods found: 767 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 767 55.3% 0.14% 0.02% 1.50% -0.08% 0.13% -11.09% 5.63% 14 days 767 52.9% 0.12% 0.02% 1.98% -0.13% 0.16% -9.00% 5.66% 30 days 767 53.5% 0.31% 0.03% 2.98% -0.18% 0.24% -10.97% 9.06% 90 days 767 53.3% 0.55% -0.50% 5.36% -0.88% -0.12% -25.52% 18.91% 180 days 763 46.9% -0.55% -1.33% 8.00% -1.90% -0.76% -29.38% 15.57% 365 days 722 43.2% -1.26% -2.56% 9.65% -3.26% -1.85% -30.48% 16.93% ======================================================================================================================== GBPUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.68% Rounded target for matching: 8% Similar historical periods found: 65 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 65 36.9% -0.32% -0.32% 1.52% -0.70% 0.05% -4.41% 4.14% 14 days 65 46.2% -0.07% -0.37% 1.75% -0.80% 0.06% -4.32% 4.17% 30 days 65 36.9% -0.53% -0.46% 2.02% -0.96% 0.04% -4.70% 4.60% 90 days 64 64.1% 1.14% 0.18% 3.59% -0.71% 1.08% -7.75% 6.08% 180 days 64 62.5% 1.86% 1.07% 4.99% -0.17% 2.32% -12.62% 9.27% 365 days 64 67.2% 1.07% 0.63% 6.05% -0.88% 2.15% -15.38% 9.93% ======================================================================================================================== Chart 2: EURUSD=X (R² = 0.9153, Window = 120 days) | Price: 1.1708 | Date: 2025-07-09 | Daily: -0.2% | MTD: -0.7% | QTD: -0.7% | YTD: +13.1%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 1.1708 (1.1521,-2% - 1.2089,+3%) +30d (1m): 1.2211,+4.3% (1.1916,+2% - 1.2513,+7%) +60d (2m): 1.2634,+7.9% (1.2322,+5% - 1.2952,+11%) +90d (3m): 1.3071,+11.6% (1.2741,+9% - 1.3409,+15%) +180d (6m): 1.4477,+23.6% (1.4076,+20% - 1.4889,+27%) +365d (1y): 1.7859,+52.5% (1.7235,+47% - 1.8507,+58%) +EOY (175d): 1.4395,+22.9% (1.3998,+20% - 1.4803,+26%) End-of-year outlook: 📈 Bullish Trend (+22.9%) Confidence: 91.5% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 175 days | EOY Target: 1.4395 (+22.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== EURUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.27% Rounded target for matching: 3% Similar historical periods found: 419 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 419 54.7% 0.14% 0.05% 1.39% -0.09% 0.18% -5.82% 4.99% 14 days 419 50.8% 0.08% 0.10% 1.91% -0.08% 0.29% -7.20% 6.36% 30 days 419 50.6% 0.05% 0.26% 2.75% -0.00% 0.53% -10.53% 8.53% 90 days 407 53.3% 0.58% 0.68% 4.45% 0.24% 1.11% -15.78% 9.78% 180 days 407 52.3% 0.35% 0.03% 7.33% -0.68% 0.75% -18.50% 15.83% 365 days 402 44.0% -1.51% -1.53% 8.40% -2.35% -0.70% -21.99% 23.87% ======================================================================================================================== EURUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.43% Rounded target for matching: 12% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 31.6% -0.98% -0.92% 2.20% -1.99% 0.14% -5.07% 2.70% 14 days 19 26.3% -1.89% -1.72% 2.31% -2.84% -0.61% -5.23% 1.97% 30 days 19 10.5% -3.07% -2.83% 2.47% -4.02% -1.64% -6.47% 2.47% 90 days 19 21.1% -1.47% -1.53% 3.16% -3.05% -0.01% -5.55% 5.91% 180 days 19 36.8% -2.95% -3.31% 6.46% -6.42% -0.19% -14.20% 5.43% 365 days 19 0.0% -5.10% -5.86% 3.16% -7.38% -4.33% -13.14% -1.69% ======================================================================================================================== Chart 3: DX-Y.NYB (R² = 0.9120, Window = 120 days) | Price: 97.702 | Date: 2025-07-09 | Daily: +0.2% | MTD: +1.0% | QTD: +1.0% | YTD: -10.0%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 97.702 (94.308,-3% - 98.495,+1%) +30d (1m): 93.523,-4.3% (91.484,-6% - 95.607,-2%) +60d (2m): 90.751,-7.1% (88.734,-9% - 92.815,-5%) +90d (3m): 88.062,-9.9% (86.056,-12% - 90.116,-8%) +180d (6m): 80.463,-17.6% (78.450,-20% - 82.528,-16%) +365d (1y): 66.840,-31.6% (64.727,-34% - 69.022,-29%) +EOY (175d): 80.868,-17.2% (78.856,-19% - 82.931,-15%) End-of-year outlook: 📉 Bearish Trend (-17.2%) Confidence: 91.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 4 periods in chart (90d ROC≈-9%) 📅 Days until EOY 2025: 175 days | EOY Target: 80.868 (-17.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DXY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.24% Rounded target for matching: -1% Similar historical periods found: 1761 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1761 48.4% -0.02% -0.11% 1.29% -0.17% -0.05% -7.77% 5.15% 14 days 1761 47.4% -0.07% -0.16% 1.87% -0.24% -0.07% -9.19% 6.88% 30 days 1761 49.2% -0.03% -0.16% 2.91% -0.29% -0.02% -9.25% 9.24% 90 days 1759 46.8% -0.34% -0.22% 5.40% -0.47% 0.04% -13.08% 21.48% 180 days 1756 46.2% -0.72% -0.38% 7.59% -0.73% -0.02% -22.59% 27.25% 365 days 1731 49.3% -0.19% 0.10% 11.20% -0.42% 0.63% -31.68% 33.83% ======================================================================================================================== DXY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -9.21% Rounded target for matching: -9% Similar historical periods found: 245 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 245 45.7% -0.22% -0.08% 1.56% -0.28% 0.11% -4.80% 4.57% 14 days 245 43.7% -0.30% -0.25% 1.92% -0.49% -0.00% -4.89% 6.61% 30 days 245 52.2% 0.20% -0.00% 2.58% -0.33% 0.32% -6.40% 10.51% 90 days 241 54.8% 0.48% 0.84% 5.55% 0.13% 1.54% -11.45% 16.20% 180 days 241 53.1% 0.79% 0.66% 9.56% -0.55% 1.87% -20.62% 18.76% 365 days 241 68.9% 2.77% 0.54% 12.18% -1.01% 2.08% -27.05% 26.68% ======================================================================================================================== Chart 4: USDCHF=X (R² = 0.8979, Window = 120 days) | Price: 0.7977 | Date: 2025-07-09 | Daily: +0.2% | MTD: +0.6% | QTD: +0.6% | YTD: -12.1%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 0.7977 (0.7689,-4% - 0.8156,+2%) +30d (1m): 0.7627,-4.4% (0.7403,-7% - 0.7858,-1%) +60d (2m): 0.7346,-7.9% (0.7125,-11% - 0.7573,-5%) +90d (3m): 0.7075,-11.3% (0.6858,-14% - 0.7300,-8%) +180d (6m): 0.6321,-20.8% (0.6108,-23% - 0.6542,-18%) +365d (1y): 0.5014,-37.1% (0.4801,-40% - 0.5237,-34%) +EOY (175d): 0.6361,-20.3% (0.6147,-23% - 0.6582,-17%) End-of-year outlook: 📉 Bearish Trend (-20.3%) Confidence: 89.8% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 175 days | EOY Target: 0.6361 (-20.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDCHF - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.58% Rounded target for matching: -4% Similar historical periods found: 273 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 273 51.3% 0.03% -0.03% 1.65% -0.23% 0.17% -5.35% 5.54% 14 days 273 42.9% -0.29% -0.28% 2.06% -0.53% -0.04% -5.69% 5.68% 30 days 273 49.8% 0.00% -0.19% 2.70% -0.51% 0.13% -9.14% 7.86% 90 days 267 52.1% 0.28% -0.01% 5.17% -0.63% 0.62% -16.62% 14.38% 180 days 267 48.7% -0.08% -0.10% 6.29% -0.86% 0.65% -15.11% 14.21% 365 days 252 51.6% 0.40% -0.14% 6.51% -0.95% 0.66% -18.23% 15.11% ======================================================================================================================== USDCHF - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -11.62% Rounded target for matching: -12% Similar historical periods found: 29 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 29 55.2% 0.20% -0.04% 2.16% -0.86% 0.78% -5.91% 4.00% 14 days 29 48.3% -0.12% 0.79% 4.63% -0.97% 2.55% -6.85% 12.32% 30 days 29 48.3% -0.09% 1.55% 7.71% -1.39% 4.48% -13.19% 16.54% 90 days 29 86.2% 6.50% 7.21% 6.79% 4.63% 9.79% -5.06% 18.91% 180 days 29 93.1% 10.64% 10.68% 8.18% 7.57% 13.79% -13.51% 20.86% 365 days 29 93.1% 11.54% 9.51% 6.31% 7.11% 11.91% -6.68% 18.20% ======================================================================================================================== Chart 5: USDCAD=X (R² = 0.8404, Window = 120 days) | Price: 1.3685 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.6% | QTD: +0.6% | YTD: -4.8%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 1.3685 (1.3356,-2% - 1.3814,+1%) +30d (1m): 1.3358,-2.4% (1.3132,-4% - 1.3589,-1%) +60d (2m): 1.3138,-4.0% (1.2910,-6% - 1.3369,-2%) +90d (3m): 1.2921,-5.6% (1.2692,-7% - 1.3154,-4%) +180d (6m): 1.2291,-10.2% (1.2052,-12% - 1.2536,-8%) +365d (1y): 1.1092,-18.9% (1.0819,-21% - 1.1372,-17%) +EOY (175d): 1.2326,-9.9% (1.2087,-12% - 1.2569,-8%) End-of-year outlook: 📉 Bearish Trend (-9.9%) Confidence: 84.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-5%) 📅 Days until EOY 2025: 175 days | EOY Target: 1.2326 (-9.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDCAD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.90% Rounded target for matching: -1% Similar historical periods found: 870 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 870 50.7% 0.03% 0.03% 1.16% -0.04% 0.11% -4.49% 3.41% 14 days 870 54.5% 0.22% 0.12% 1.68% 0.01% 0.24% -5.56% 6.09% 30 days 870 52.4% 0.18% 0.03% 2.39% -0.13% 0.18% -7.81% 6.83% 90 days 866 56.2% 0.60% 0.30% 4.52% 0.00% 0.60% -12.17% 28.78% 180 days 858 56.9% 0.74% 0.88% 7.01% 0.41% 1.35% -20.81% 29.94% 365 days 839 56.6% 1.45% 1.53% 8.69% 0.95% 2.12% -18.66% 29.60% ======================================================================================================================== USDCAD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -5.23% Rounded target for matching: -5% Similar historical periods found: 206 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 206 48.1% -0.05% -0.02% 1.27% -0.19% 0.16% -3.99% 3.79% 14 days 206 50.5% 0.02% -0.13% 1.82% -0.38% 0.12% -5.56% 5.46% 30 days 206 51.0% 0.15% -0.04% 2.64% -0.41% 0.32% -8.40% 7.18% 90 days 204 52.9% 0.36% -0.06% 3.34% -0.52% 0.40% -11.85% 11.01% 180 days 204 49.5% -0.03% 0.11% 5.14% -0.60% 0.82% -14.16% 17.52% 365 days 204 54.4% 1.32% 1.95% 8.90% 0.72% 3.18% -16.46% 28.51% ======================================================================================================================== Chart 6: NZDUSD=X (R² = 0.7859, Window = 120 days) | Price: 0.5993 | Date: 2025-07-09 | Daily: -0.1% | MTD: -1.6% | QTD: -1.6% | YTD: +7.1%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 0.5993 (0.5931,-1% - 0.6239,+4%) +30d (1m): 0.6212,+3.6% (0.6054,+1% - 0.6373,+6%) +60d (2m): 0.6343,+5.8% (0.6178,+3% - 0.6511,+9%) +90d (3m): 0.6476,+8.1% (0.6305,+5% - 0.6653,+11%) +180d (6m): 0.6895,+15.0% (0.6694,+12% - 0.7101,+18%) +365d (1y): 0.7841,+30.8% (0.7553,+26% - 0.8141,+36%) +EOY (175d): 0.6871,+14.6% (0.6672,+11% - 0.7075,+18%) End-of-year outlook: 📈 Bullish Trend (+14.6%) Confidence: 78.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 175 days | EOY Target: 0.6871 (+14.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NZDUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.76% Rounded target for matching: 1% Similar historical periods found: 556 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 556 51.3% 0.05% -0.06% 1.98% -0.22% 0.11% -9.73% 9.70% 14 days 556 52.0% 0.11% -0.06% 2.69% -0.29% 0.16% -9.59% 8.91% 30 days 556 51.8% 0.15% 0.14% 3.49% -0.15% 0.43% -10.16% 14.23% 90 days 548 52.4% 0.66% 0.29% 5.89% -0.20% 0.79% -16.25% 24.36% 180 days 544 43.9% -1.08% -0.51% 8.70% -1.24% 0.22% -33.84% 40.40% 365 days 530 44.5% -0.82% -1.92% 11.33% -2.88% -0.95% -30.95% 40.20% ======================================================================================================================== NZDUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.93% Rounded target for matching: 7% Similar historical periods found: 195 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 195 48.7% -0.05% -0.19% 1.73% -0.43% 0.06% -9.73% 4.68% 14 days 195 47.7% -0.19% -0.11% 2.44% -0.45% 0.23% -9.57% 5.56% 30 days 195 54.9% 0.34% 0.27% 3.44% -0.21% 0.76% -9.70% 9.00% 90 days 192 53.6% 0.43% 0.25% 5.48% -0.53% 1.03% -11.00% 14.73% 180 days 192 41.1% -0.99% 0.46% 8.60% -0.77% 1.68% -34.17% 23.63% 365 days 192 29.7% -5.33% -4.11% 10.10% -5.55% -2.67% -24.34% 22.96% ======================================================================================================================== Chart 7: USDJPY=X (R² = 0.6802, Window = 1000 days) | Price: 147.12 | Date: 2025-07-09 | Daily: +0.3% | MTD: +2.3% | QTD: +2.3% | YTD: -6.7%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: 147.12 (143.46,-2% - 178.86,+22%) +30d (1m): 161.55,+9.8% (144.69,-2% - 180.39,+23%) +60d (2m): 162.93,+10.7% (145.92,-1% - 181.93,+24%) +90d (3m): 164.32,+11.7% (147.16,+0% - 183.48,+25%) +180d (6m): 168.56,+14.6% (150.95,+3% - 188.24,+28%) +365d (1y): 177.63,+20.7% (159.04,+8% - 198.40,+35%) +EOY (175d): 168.33,+14.4% (150.73,+2% - 187.97,+28%) End-of-year outlook: 📈 Bullish Trend (+14.4%) Confidence: 68.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 52 periods in chart (90d ROC≈-2%) 📅 Days until EOY 2025: 175 days | EOY Target: 168.33 (+14.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDJPY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.04% Rounded target for matching: 2% Similar historical periods found: 741 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 741 50.2% 0.02% -0.10% 1.53% -0.21% 0.02% -7.50% 5.00% 14 days 741 51.1% 0.06% -0.06% 2.24% -0.22% 0.10% -8.87% 9.25% 30 days 741 50.7% 0.05% 0.10% 3.54% -0.16% 0.35% -17.74% 14.74% 90 days 741 50.5% 0.05% -0.15% 6.59% -0.62% 0.33% -20.34% 20.74% 180 days 731 48.7% -0.20% 0.18% 9.08% -0.48% 0.84% -18.48% 27.29% 365 days 700 43.0% -1.47% 0.16% 13.57% -0.85% 1.16% -29.12% 34.84% ======================================================================================================================== USDJPY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.42% Rounded target for matching: -2% Similar historical periods found: 594 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 594 50.7% 0.05% -0.05% 1.57% -0.17% 0.08% -13.16% 5.99% 14 days 594 53.7% 0.16% 0.00% 1.97% -0.15% 0.16% -13.54% 8.36% 30 days 594 50.0% 0.00% -0.05% 2.90% -0.28% 0.18% -10.11% 10.93% 90 days 588 48.3% -0.21% 0.52% 5.79% 0.05% 0.99% -17.37% 19.63% 180 days 576 46.2% -0.50% 1.03% 9.08% 0.29% 1.77% -17.91% 32.57% 365 days 567 49.4% -0.10% 3.23% 12.22% 2.23% 4.24% -20.98% 33.03% ======================================================================================================================== Chart 8: AUDUSD=X (R² = 0.6217, Window = 1000 days) | Price: 0.6529 | Date: 2025-07-09 | Daily: -0.0% | MTD: -0.7% | QTD: -0.7% | YTD: +5.4%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: 0.6529 (0.5939,-9% - 0.6671,+2%) +30d (1m): 0.6270,-4.0% (0.5916,-9% - 0.6645,+2%) +60d (2m): 0.6245,-4.3% (0.5893,-10% - 0.6619,+1%) +90d (3m): 0.6221,-4.7% (0.5869,-10% - 0.6593,+1%) +180d (6m): 0.6148,-5.8% (0.5800,-11% - 0.6516,-0%) +365d (1y): 0.6000,-8.1% (0.5660,-13% - 0.6360,-3%) +EOY (175d): 0.6152,-5.8% (0.5804,-11% - 0.6520,-0%) End-of-year outlook: 📉 Bearish Trend (-5.8%) Confidence: 62.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 20 periods in chart (90d ROC≈5%) 📅 Days until EOY 2025: 175 days | EOY Target: 0.6152 (-5.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AUDUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.27% Rounded target for matching: 1% Similar historical periods found: 597 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 597 48.6% -0.06% 0.64% 19.83% -0.95% 2.23% -6.86% 483.13% 14 days 597 45.4% -0.30% -0.33% 2.34% -0.52% -0.14% -12.05% 6.86% 30 days 597 46.9% -0.40% -0.46% 3.34% -0.73% -0.19% -15.46% 10.36% 90 days 580 38.8% -1.50% -1.96% 7.48% -2.57% -1.35% -36.57% 22.93% 180 days 573 35.4% -3.18% -3.39% 9.79% -4.19% -2.59% -34.04% 40.56% 365 days 533 37.3% -3.08% -2.94% 11.59% -3.92% -1.95% -25.05% 40.12% ======================================================================================================================== AUDUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 4.96% Rounded target for matching: 5% Similar historical periods found: 239 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 239 52.7% 0.12% -0.12% 1.71% -0.34% 0.09% -7.52% 4.14% 14 days 239 51.5% 0.09% -0.04% 2.57% -0.37% 0.28% -10.15% 9.72% 30 days 239 51.9% 0.11% -0.14% 3.96% -0.64% 0.37% -15.32% 15.78% 90 days 238 49.6% -0.06% -1.58% 9.14% -2.75% -0.42% -35.07% 23.98% 180 days 238 41.2% -2.93% -3.11% 12.35% -4.69% -1.53% -33.99% 34.58% 365 days 233 34.3% -5.22% -4.73% 12.81% -6.38% -3.08% -26.13% 32.74% ======================================================================================================================== CURRENCY STATISTICS: ------------------------------------------------------------ Total currency instruments analyzed: 8 Average R-squared: 0.8237 Best R-squared: 0.936258 Average annual growth: 5.0% Valuation breakdown: 🟡 FAIR_VALUE: 6 (75.0%) - Hold/Monitor Optimal window distribution: 120 days: 6 instruments (75.0%) 1000 days: 2 instruments (25.0%) 📊 CURRENCY TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 0 🔴 High-quality overvalued warnings: 0 📈 Top trend performers displayed: 8 ====================================================================================================================================================== 🔥 TOP 15 FUTURES INSTRUMENTS - BEST TREND ANALYSIS ====================================================================================================================================================== Rank Symbol R² Win Growth% Price Val Dev% Daily% WTD% BTD% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 GC=F 0.9609 500 36.1 $3.3K 🟡FAIR 0.2 -0.3 -0.1 +1.1 -0.2 -0.2 +25.4 2 LE=F 0.9242 1000 14.4 $219.90 🟡FAIR 2.1 +0.0 +3.0 -2.4 +3.7 +3.7 +14.6 3 ES=F 0.9125 750 19.5 $6.3K 🟡FAIR -0.7 +0.0 -0.7 +0.7 +0.3 +0.3 +5.3 4 KC=F 0.9113 500 68.0 $284.30 🟢UNDER -29.4 +0.0 -0.5 -7.9 -7.3 -7.3 -11.6 5 DX=F 0.9086 120 -22.2 $97.35 🟡FAIR 1.3 +0.0 +0.7 +0.5 +1.0 +1.0 -10.1 6 NQ=F 0.9034 750 27.5 $22.9K 🟡FAIR -2.3 +0.0 -0.4 +0.5 +0.0 +0.0 +7.5 7 YM=F 0.8789 750 13.2 $44.5K 🟡FAIR -0.7 -0.2 -1.0 +0.6 +0.3 +0.3 +3.6 8 CC=F 0.8770 750 85.2 $8.1K 🟢UNDER -35.7 +0.0 -8.6 -13.3 -11.5 -11.5 -30.2 9 ZS=F 0.8616 750 -15.8 $1.0K 🟡FAIR 6.3 +0.0 -2.2 -1.2 -0.4 -0.4 +2.1 10 SI=F 0.8540 750 21.7 $36.76 🟡FAIR 6.4 -0.2 -0.9 +2.4 +1.9 +1.9 +25.6 11 PA=F 0.8482 1000 -24.5 $1.1K 🔴OVER 40.3 -0.5 +1.4 +1.6 +1.3 +1.3 +23.7 12 SB=F 0.8413 180 -35.5 $16.15 🟡FAIR -0.4 +0.0 -0.9 +3.5 -0.4 -0.4 -16.4 13 OJ=F 0.8257 180 -75.4 $252.40 🔴OVER 18.9 +0.0 +12.0 +14.4 +17.4 +17.4 -49.4 14 HE=F 0.8046 120 84.5 $107.20 🟡FAIR 0.3 +0.0 -0.3 -4.5 -2.6 -2.6 +32.4 15 ZB=F 0.7759 1000 -8.6 $113.09 🟡FAIR 4.9 +0.1 -1.0 -1.2 -2.0 -2.0 -0.6 📊 DISPLAYING 15 FUTURES TREND LEADER CHARTS (Window > 10 days): ------------------------------------------------------------------------------------------------------------------------ Chart 1: GC=F (R² = 0.9609, Window = 500 days) | Price: $3.3K | Date: 2025-07-09 | Daily: -0.3% | MTD: -0.2% | QTD: -0.2% | YTD: +25.4%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $3.3K ($3.1K,-7% - $3.5K,+7%) +30d (1m): $3.4K,+3.5% ($3.2K,-4% - $3.7K,+11%) +60d (2m): $3.5K,+7.4% ($3.3K,+0% - $3.8K,+15%) +90d (3m): $3.7K,+11.4% ($3.4K,+4% - $3.9K,+20%) +180d (6m): $4.1K,+24.4% ($3.8K,+16% - $4.4K,+34%) +365d (1y): $5.2K,+56.0% ($4.8K,+45% - $5.5K,+68%) +EOY (175d): $4.1K,+23.6% ($3.8K,+15% - $4.4K,+33%) End-of-year outlook: 📈 Bullish Trend (+23.6%) Confidence: 96.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 21 periods in chart (90d ROC≈16%) 📅 Days until EOY 2025: 175 days | EOY Target: $4.1K (+23.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.11% Rounded target for matching: 0% Similar historical periods found: 466 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 466 50.9% 0.06% 0.04% 2.86% -0.22% 0.30% -12.24% 12.72% 14 days 466 53.2% 0.34% 0.53% 3.65% 0.19% 0.86% -13.95% 12.92% 30 days 466 57.9% 1.34% 1.87% 5.57% 1.36% 2.38% -15.66% 24.01% 90 days 465 73.3% 4.55% 4.74% 9.46% 3.88% 5.60% -22.15% 32.26% 180 days 460 70.0% 7.89% 9.05% 14.13% 7.75% 10.34% -25.58% 47.15% 365 days 447 78.1% 16.01% 17.87% 21.47% 15.87% 19.86% -26.64% 67.34% ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 16.42% Rounded target for matching: 16% Similar historical periods found: 111 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 111 60.4% 1.00% 0.64% 3.16% 0.04% 1.23% -7.00% 11.44% 14 days 111 56.8% 0.73% 0.84% 4.10% 0.06% 1.61% -10.21% 10.15% 30 days 111 58.6% 1.68% 1.66% 5.89% 0.55% 2.76% -11.92% 15.89% 90 days 108 72.2% 5.47% 6.15% 9.61% 4.31% 7.98% -11.37% 29.86% 180 days 106 77.4% 12.29% 10.63% 12.29% 8.26% 12.99% -31.46% 30.46% 365 days 90 91.1% 18.57% 17.49% 15.67% 14.21% 20.77% -25.53% 50.63% ======================================================================================================================== Chart 2: LE=F (R² = 0.9242, Window = 1000 days) | Price: $219.90 | Date: 2025-07-09 | Daily: +0.0% | MTD: +3.7% | QTD: +3.7% | YTD: +14.6%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $219.90 ($197.45,-10% - $234.96,+7%) +30d (1m): $218.87,-0.5% ($200.64,-9% - $238.77,+9%) +60d (2m): $222.41,+1.1% ($203.88,-7% - $242.64,+10%) +90d (3m): $226.01,+2.8% ($207.17,-6% - $246.56,+12%) +180d (6m): $237.16,+7.8% ($217.38,-1% - $258.74,+18%) +365d (1y): $261.83,+19.1% ($239.95,+9% - $285.70,+30%) +EOY (175d): $236.53,+7.6% ($216.80,-1% - $258.05,+17%) End-of-year outlook: 📈 Bullish Trend (+7.6%) Confidence: 92.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 72 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 175 days | EOY Target: $236.53 (+7.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.90% Rounded target for matching: 2% Similar historical periods found: 540 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 540 56.3% 0.52% 0.29% 2.75% 0.06% 0.53% -14.61% 8.25% 14 days 540 60.9% 0.73% 0.57% 3.52% 0.27% 0.87% -17.25% 9.40% 30 days 540 62.6% 1.43% 0.86% 5.35% 0.41% 1.32% -24.41% 15.93% 90 days 531 62.9% 3.01% 2.25% 9.56% 1.43% 3.06% -30.66% 32.81% 180 days 525 65.0% 4.86% 4.32% 11.67% 3.32% 5.32% -26.45% 31.65% 365 days 512 68.9% 11.01% 8.86% 17.40% 7.35% 10.37% -38.87% 54.02% ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.28% Rounded target for matching: 10% Similar historical periods found: 226 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 226 48.7% -0.14% -0.20% 2.43% -0.52% 0.12% -8.28% 6.90% 14 days 226 46.0% -0.26% -0.11% 3.44% -0.56% 0.34% -14.18% 14.95% 30 days 226 59.3% 0.72% 0.82% 5.22% 0.14% 1.51% -22.71% 18.31% 90 days 221 55.2% 1.41% 0.72% 9.14% -0.49% 1.93% -25.57% 20.33% 180 days 219 68.5% 4.80% 4.57% 9.35% 3.32% 5.81% -22.12% 23.63% 365 days 213 67.6% 6.96% 7.29% 14.12% 5.39% 9.20% -25.22% 37.75% ======================================================================================================================== Chart 3: ES=F (R² = 0.9125, Window = 750 days) | Price: $6.3K | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.3% | QTD: +0.3% | YTD: +5.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $6.3K ($5.7K,-8% - $6.9K,+11%) +30d (1m): $6.4K,+2.8% ($5.9K,-6% - $7.1K,+13%) +60d (2m): $6.6K,+5.1% ($6.0K,-4% - $7.2K,+15%) +90d (3m): $6.7K,+7.3% ($6.1K,-2% - $7.4K,+18%) +180d (6m): $7.2K,+14.4% ($6.5K,+4% - $7.9K,+26%) +365d (1y): $8.2K,+30.3% ($7.4K,+19% - $9.0K,+43%) +EOY (175d): $7.1K,+13.9% ($6.5K,+4% - $7.8K,+25%) End-of-year outlook: 📈 Bullish Trend (+13.9%) Confidence: 91.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 42 periods in chart (90d ROC≈5%) 📅 Days until EOY 2025: 175 days | EOY Target: $7.1K (+13.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 5.57% Rounded target for matching: 6% Similar historical periods found: 299 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 299 61.9% 0.59% 0.38% 1.84% 0.17% 0.58% -8.18% 6.48% 14 days 299 66.2% 0.79% 0.53% 2.53% 0.24% 0.82% -10.58% 6.88% 30 days 299 67.2% 1.58% 1.28% 3.91% 0.84% 1.73% -15.38% 11.73% 90 days 299 64.2% 3.40% 2.67% 7.73% 1.79% 3.55% -27.40% 24.76% 180 days 297 77.4% 7.08% 6.59% 12.51% 5.16% 8.02% -37.96% 36.79% 365 days 272 80.5% 18.63% 14.50% 19.13% 12.22% 16.78% -55.10% 56.57% ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.06% Rounded target for matching: 5% Similar historical periods found: 342 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 342 62.0% 0.52% 0.24% 2.05% 0.02% 0.46% -7.47% 7.27% 14 days 342 64.9% 0.92% 0.51% 2.80% 0.21% 0.81% -12.86% 10.52% 30 days 342 67.8% 1.42% 1.21% 3.93% 0.79% 1.63% -17.37% 12.41% 90 days 342 74.6% 3.91% 3.00% 7.33% 2.22% 3.77% -29.31% 19.40% 180 days 330 80.9% 8.69% 6.65% 10.16% 5.55% 7.75% -41.33% 31.50% 365 days 324 83.6% 13.50% 12.53% 17.93% 10.57% 14.49% -48.06% 43.84% ======================================================================================================================== Chart 4: KC=F (R² = 0.9113, Window = 500 days) | Price: $284.30 | Date: 2025-07-09 | Daily: +0.0% | MTD: -7.3% | QTD: -7.3% | YTD: -11.6%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $284.30 ($335.22,+18% - $483.16,+70%) +30d (1m): $428.08,+50.6% ($356.52,+25% - $514.00,+81%) +60d (2m): $455.34,+60.2% ($379.17,+33% - $546.83,+92%) +90d (3m): $484.35,+70.4% ($403.25,+42% - $581.75,+105%) +180d (6m): $582.91,+105.0% ($485.02,+71% - $700.57,+146%) +365d (1y): $853.04,+200.1% ($708.61,+149% - $1.0K,+261%) +EOY (175d): $576.95,+102.9% ($480.07,+69% - $693.37,+144%) End-of-year outlook: 📈 Bullish Trend (+102.9%) Confidence: 91.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-25%) 📅 Days until EOY 2025: 175 days | EOY Target: $576.95 (+102.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -21.40% Rounded target for matching: -21% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 38.5% -0.99% 0.32% 5.55% -3.03% 3.68% -7.44% 10.32% 14 days 13 76.9% 3.05% 3.86% 8.28% -1.14% 8.86% -14.86% 17.85% 30 days 13 84.6% 6.96% 6.60% 7.31% 2.18% 11.02% -5.94% 25.22% 90 days 13 46.2% -1.11% 4.92% 14.15% -3.62% 13.47% -15.49% 27.44% 180 days 13 53.8% 0.93% 7.84% 23.22% -6.19% 21.87% -21.35% 48.15% 365 days 13 92.3% 30.30% 49.91% 49.53% 19.98% 79.83% -23.01% 117.73% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -25.00% Rounded target for matching: -25% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 51.4% 0.72% 0.23% 4.65% -1.32% 1.78% -9.74% 8.25% 14 days 37 40.5% -1.17% -0.71% 7.08% -3.07% 1.66% -11.78% 14.78% 30 days 37 45.9% -0.50% -1.10% 5.63% -2.98% 0.77% -10.95% 11.27% 90 days 37 43.2% -2.63% 3.43% 14.06% -1.26% 8.12% -16.38% 35.06% 180 days 37 43.2% -2.92% -2.58% 15.88% -7.88% 2.72% -28.65% 36.60% 365 days 37 75.7% 21.44% 19.80% 43.00% 5.46% 34.14% -40.57% 166.37% ======================================================================================================================== Chart 5: DX=F (R² = 0.9086, Window = 120 days) | Price: $97.35 | Date: 2025-07-09 | Daily: +0.0% | MTD: +1.0% | QTD: +1.0% | YTD: -10.1%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $97.35 ($93.98,-3% - $98.21,+1%) +30d (1m): $93.25,-4.2% ($91.19,-6% - $95.35,-2%) +60d (2m): $90.51,-7.0% ($88.47,-9% - $92.59,-5%) +90d (3m): $87.85,-9.8% ($85.82,-12% - $89.92,-8%) +180d (6m): $80.33,-17.5% ($78.29,-20% - $82.42,-15%) +365d (1y): $66.83,-31.3% ($64.69,-34% - $69.04,-29%) +EOY (175d): $80.73,-17.1% ($78.69,-19% - $82.81,-15%) End-of-year outlook: 📉 Bearish Trend (-17.1%) Confidence: 90.9% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-8%) 📅 Days until EOY 2025: 175 days | EOY Target: $80.73 (-17.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.44% Rounded target for matching: -2% Similar historical periods found: 713 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 713 43.9% -0.20% -0.16% 1.30% -0.26% -0.07% -6.45% 4.47% 14 days 713 47.5% -0.09% -0.23% 1.83% -0.37% -0.10% -4.99% 5.01% 30 days 713 45.3% -0.36% -0.47% 2.55% -0.65% -0.28% -9.78% 7.87% 90 days 710 43.2% -0.79% -0.47% 4.43% -0.80% -0.15% -11.15% 10.04% 180 days 703 46.2% -0.64% -0.54% 6.29% -1.00% -0.07% -11.92% 18.56% 365 days 680 51.3% 0.19% -0.11% 8.46% -0.74% 0.53% -19.66% 25.86% ======================================================================================================================== DX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.89% Rounded target for matching: -8% Similar historical periods found: 133 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 133 45.1% -0.10% 0.06% 1.32% -0.16% 0.29% -2.43% 4.34% 14 days 133 46.6% -0.18% -0.01% 1.85% -0.33% 0.31% -3.76% 4.75% 30 days 133 46.6% -0.19% -0.17% 2.21% -0.55% 0.21% -6.00% 5.40% 90 days 124 31.5% -1.26% -1.28% 3.01% -1.82% -0.75% -7.17% 4.97% 180 days 124 46.8% -0.64% -1.62% 6.24% -2.73% -0.51% -11.90% 15.74% 365 days 124 36.3% -1.52% -4.28% 7.49% -5.61% -2.94% -21.20% 7.32% ======================================================================================================================== Chart 6: NQ=F (R² = 0.9034, Window = 750 days) | Price: $22.9K | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.0% | QTD: +0.0% | YTD: +7.5%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $22.9K ($20.5K,-10% - $26.8K,+17%) +30d (1m): $24.1K,+5.4% ($21.1K,-8% - $27.6K,+21%) +60d (2m): $24.8K,+8.5% ($21.7K,-5% - $28.4K,+24%) +90d (3m): $25.5K,+11.7% ($22.3K,-2% - $29.2K,+28%) +180d (6m): $27.9K,+21.8% ($24.3K,+6% - $31.9K,+39%) +365d (1y): $33.3K,+45.6% ($29.1K,+27% - $38.1K,+67%) +EOY (175d): $27.7K,+21.2% ($24.2K,+6% - $31.7K,+39%) End-of-year outlook: 📈 Bullish Trend (+21.2%) Confidence: 90.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 32 periods in chart (90d ROC≈9%) 📅 Days until EOY 2025: 175 days | EOY Target: $27.7K (+21.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.59% Rounded target for matching: 7% Similar historical periods found: 292 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 292 58.2% 0.52% 0.03% 2.94% -0.31% 0.37% -14.01% 6.55% 14 days 292 56.8% 0.69% 0.05% 3.96% -0.40% 0.51% -14.23% 7.86% 30 days 292 54.8% 0.99% 0.34% 6.06% -0.36% 1.04% -31.78% 14.07% 90 days 292 68.2% 3.45% 2.81% 9.72% 1.69% 3.93% -38.09% 40.88% 180 days 292 77.7% 12.11% 8.94% 14.62% 7.26% 10.63% -46.98% 52.32% 365 days 277 83.4% 18.10% 20.50% 25.35% 17.51% 23.50% -58.48% 69.85% ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.34% Rounded target for matching: 9% Similar historical periods found: 267 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 267 54.3% 0.30% -0.11% 3.06% -0.48% 0.25% -18.40% 5.94% 14 days 267 54.7% 0.46% 0.15% 3.81% -0.31% 0.60% -18.62% 8.88% 30 days 267 59.2% 1.26% 0.80% 5.05% 0.19% 1.41% -18.46% 12.81% 90 days 267 77.5% 6.55% 5.24% 9.43% 4.10% 6.37% -36.34% 28.54% 180 days 258 76.0% 12.87% 10.00% 15.39% 8.11% 11.89% -49.01% 42.91% 365 days 247 87.4% 16.10% 19.50% 23.31% 16.58% 22.42% -48.24% 75.69% ======================================================================================================================== Chart 7: YM=F (R² = 0.8789, Window = 750 days) | Price: $44.5K | Date: 2025-07-09 | Daily: -0.2% | MTD: +0.3% | QTD: +0.3% | YTD: +3.6%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $44.5K ($41.4K,-7% - $48.4K,+9%) +30d (1m): $45.4K,+2.2% ($42.0K,-5% - $49.1K,+10%) +60d (2m): $46.1K,+3.7% ($42.7K,-4% - $49.8K,+12%) +90d (3m): $46.8K,+5.3% ($43.3K,-3% - $50.6K,+14%) +180d (6m): $48.9K,+10.0% ($45.2K,+2% - $52.9K,+19%) +365d (1y): $53.6K,+20.5% ($49.5K,+11% - $57.9K,+30%) +EOY (175d): $48.8K,+9.8% ($45.1K,+2% - $52.8K,+19%) End-of-year outlook: 📈 Bullish Trend (+9.8%) Confidence: 87.9% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 56 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 175 days | EOY Target: $48.8K (+9.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.84% Rounded target for matching: 5% Similar historical periods found: 387 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 387 57.1% 0.31% 0.16% 1.85% -0.03% 0.34% -6.14% 5.88% 14 days 387 61.2% 0.68% 0.29% 2.77% 0.02% 0.57% -15.48% 7.40% 30 days 387 67.4% 1.77% 1.07% 4.17% 0.65% 1.49% -19.37% 8.94% 90 days 384 66.4% 2.62% 2.37% 6.99% 1.67% 3.08% -24.88% 14.94% 180 days 376 79.8% 6.52% 6.30% 9.32% 5.36% 7.25% -35.31% 28.27% 365 days 367 88.0% 15.38% 12.64% 14.20% 11.18% 14.09% -52.93% 46.87% ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.31% Rounded target for matching: 1% Similar historical periods found: 337 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 337 55.8% 0.21% -0.06% 2.26% -0.30% 0.18% -14.75% 5.39% 14 days 337 61.1% 0.64% 0.19% 3.30% -0.17% 0.54% -23.58% 7.55% 30 days 337 73.9% 2.04% 1.44% 4.22% 0.99% 1.89% -13.19% 10.21% 90 days 335 77.3% 4.19% 4.08% 7.12% 3.32% 4.85% -32.52% 18.03% 180 days 333 79.6% 7.47% 6.45% 9.38% 5.44% 7.46% -40.73% 25.44% 365 days 324 85.5% 16.00% 12.67% 14.94% 11.04% 14.30% -46.65% 39.41% ======================================================================================================================== Chart 8: CC=F (R² = 0.8770, Window = 750 days) | Price: $8.1K | Date: 2025-07-09 | Daily: +0.0% | MTD: -11.5% | QTD: -11.5% | YTD: -30.2%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.1K ($8.5K,+5% - $18.7K,+130%) +30d (1m): $13.6K,+67.4% ($9.2K,+13% - $20.1K,+147%) +60d (2m): $14.6K,+80.2% ($9.9K,+22% - $21.6K,+166%) +90d (3m): $15.7K,+93.9% ($10.6K,+31% - $23.3K,+187%) +180d (6m): $19.6K,+141.6% ($13.3K,+63% - $29.0K,+257%) +365d (1y): $30.8K,+279.9% ($20.8K,+157% - $45.6K,+463%) +EOY (175d): $19.4K,+138.7% ($13.1K,+61% - $28.6K,+253%) End-of-year outlook: 📈 Bullish Trend (+138.7%) Confidence: 87.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 12 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $19.4K (+138.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -16.69% Rounded target for matching: -17% Similar historical periods found: 47 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 47 57.4% 0.77% 0.20% 5.82% -1.51% 1.91% -11.12% 14.89% 14 days 47 57.4% 0.96% 0.90% 5.52% -0.72% 2.52% -11.86% 13.54% 30 days 47 63.8% 3.05% 3.67% 8.43% 1.19% 6.14% -13.59% 23.97% 90 days 47 44.7% -1.40% 1.83% 16.90% -3.14% 6.79% -26.72% 54.63% 180 days 44 43.2% -2.20% 3.33% 22.72% -3.57% 10.24% -32.51% 65.93% 365 days 43 62.8% 7.17% 14.03% 42.51% 0.95% 27.11% -35.53% 133.28% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -9.98% Rounded target for matching: -10% Similar historical periods found: 145 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 145 50.3% 0.04% 0.76% 4.36% 0.05% 1.48% -10.15% 13.39% 14 days 145 57.2% 1.08% 1.90% 7.12% 0.73% 3.06% -18.25% 31.24% 30 days 145 58.6% 1.30% 1.44% 9.47% -0.11% 3.00% -26.46% 20.06% 90 days 141 54.6% 0.95% 4.11% 15.64% 1.50% 6.71% -33.61% 51.07% 180 days 141 66.7% 7.12% 8.18% 21.33% 4.63% 11.74% -29.55% 74.24% 365 days 140 65.0% 5.61% 17.07% 43.44% 9.81% 24.33% -36.23% 211.39% ======================================================================================================================== Chart 9: ZS=F (R² = 0.8616, Window = 750 days) | Price: $1.0K | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.4% | QTD: -0.4% | YTD: +2.1%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.0K ($852.05,-16% - $1.1K,+6%) +30d (1m): $938.20,-7.8% ($834.71,-18% - $1.1K,+4%) +60d (2m): $919.14,-9.7% ($817.72,-20% - $1.0K,+2%) +90d (3m): $900.47,-11.5% ($801.07,-21% - $1.0K,-1%) +180d (6m): $846.70,-16.8% ($753.13,-26% - $951.90,-6%) +365d (1y): $746.05,-26.7% ($663.34,-35% - $839.08,-18%) +EOY (175d): $849.60,-16.5% ($755.71,-26% - $955.16,-6%) End-of-year outlook: 📉 Bearish Trend (-16.5%) Confidence: 86.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 30 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 175 days | EOY Target: $849.60 (-16.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.01% Rounded target for matching: -4% Similar historical periods found: 257 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 257 61.1% 0.74% 0.71% 3.57% 0.27% 1.15% -10.08% 9.71% 14 days 257 57.2% 0.91% 0.59% 4.81% -0.00% 1.18% -18.25% 18.45% 30 days 257 59.5% 1.74% 1.62% 7.24% 0.73% 2.51% -21.01% 21.08% 90 days 249 57.0% 2.01% 3.94% 13.00% 2.32% 5.56% -36.67% 40.18% 180 days 241 49.8% -0.11% 6.14% 22.97% 3.22% 9.05% -32.55% 79.39% 365 days 231 55.4% 4.89% 10.12% 34.43% 5.66% 14.58% -39.25% 175.23% ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.49% Rounded target for matching: 0% Similar historical periods found: 221 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 221 48.0% -0.19% -0.02% 3.47% -0.48% 0.44% -10.15% 11.22% 14 days 221 50.2% 0.03% -0.06% 5.44% -0.78% 0.66% -29.57% 18.45% 30 days 221 48.4% -0.18% 0.02% 7.72% -1.01% 1.04% -30.16% 25.76% 90 days 214 48.1% -0.44% 1.22% 14.36% -0.71% 3.16% -46.22% 40.18% 180 days 211 55.0% 2.53% 4.99% 19.56% 2.33% 7.64% -34.11% 78.14% 365 days 205 61.5% 7.59% 16.46% 37.64% 11.27% 21.64% -39.29% 124.24% ======================================================================================================================== Chart 10: SI=F (R² = 0.8540, Window = 750 days) | Price: $36.76 | Date: 2025-07-09 | Daily: -0.2% | MTD: +1.9% | QTD: +1.9% | YTD: +25.6%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $36.76 ($30.11,-18% - $39.63,+8%) +30d (1m): $35.36,-3.8% ($30.83,-16% - $40.57,+10%) +60d (2m): $36.20,-1.5% ($31.55,-14% - $41.53,+13%) +90d (3m): $37.06,+0.8% ($32.30,-12% - $42.52,+16%) +180d (6m): $39.75,+8.1% ($34.64,-6% - $45.61,+24%) +365d (1y): $45.91,+24.9% ($39.99,+9% - $52.71,+43%) +EOY (175d): $39.59,+7.7% ($34.50,-6% - $45.43,+24%) End-of-year outlook: 📈 Bullish Trend (+7.7%) Confidence: 85.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈18%) 📅 Days until EOY 2025: 175 days | EOY Target: $39.59 (+7.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 10.90% Rounded target for matching: 11% Similar historical periods found: 131 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 131 58.0% 1.36% 0.94% 5.30% 0.02% 1.86% -11.05% 13.71% 14 days 131 57.3% 1.92% 1.90% 7.70% 0.57% 3.23% -12.11% 20.36% 30 days 131 46.6% -0.66% 1.89% 11.47% -0.09% 3.88% -26.17% 44.48% 90 days 130 63.8% 3.10% 5.64% 17.45% 2.61% 8.66% -29.47% 72.30% 180 days 128 62.5% 5.57% 9.21% 24.74% 4.89% 13.54% -44.32% 84.74% 365 days 118 64.4% 15.52% 22.01% 39.12% 14.88% 29.14% -41.33% 164.19% ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 17.75% Rounded target for matching: 18% Similar historical periods found: 58 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 58 60.3% 1.54% 1.36% 5.67% -0.13% 2.85% -8.80% 15.98% 14 days 58 55.2% 1.48% 1.94% 7.28% 0.03% 3.85% -11.42% 22.15% 30 days 58 50.0% 0.45% 2.74% 9.72% 0.18% 5.29% -15.44% 24.90% 90 days 58 46.6% -2.06% -0.95% 16.63% -5.32% 3.43% -30.55% 64.06% 180 days 58 63.8% 5.05% 2.60% 20.50% -2.79% 7.99% -38.72% 51.82% 365 days 57 71.9% 30.68% 29.35% 41.38% 18.37% 40.33% -41.03% 119.09% ======================================================================================================================== Chart 11: PA=F (R² = 0.8482, Window = 1000 days) | Price: $1.1K | Date: 2025-07-09 | Daily: -0.5% | MTD: +1.3% | QTD: +1.3% | YTD: +23.7%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $1.1K ($610.41,-45% - $1.0K,-7%) +30d (1m): $771.76,-31.1% ($590.27,-47% - $1.0K,-10%) +60d (2m): $746.34,-33.3% ($570.80,-49% - $975.86,-13%) +90d (3m): $721.76,-35.5% ($551.97,-51% - $943.77,-16%) +180d (6m): $652.76,-41.7% ($499.11,-55% - $853.70,-24%) +365d (1y): $530.95,-52.6% ($405.79,-64% - $694.71,-38%) +EOY (175d): $656.41,-41.4% ($501.91,-55% - $858.47,-23%) End-of-year outlook: 📉 Bearish Trend (-41.4%) Confidence: 84.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈24%) 📅 Days until EOY 2025: 175 days | EOY Target: $656.41 (-41.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 11.78% Rounded target for matching: 12% Similar historical periods found: 130 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 130 60.8% 1.32% 1.18% 5.71% 0.19% 2.17% -23.20% 15.93% 14 days 130 59.2% 1.74% 1.73% 9.37% 0.10% 3.35% -35.79% 25.57% 30 days 130 66.2% 4.80% 6.82% 16.24% 4.00% 9.64% -22.73% 84.01% 90 days 130 61.5% 5.14% 11.55% 25.11% 7.19% 15.91% -36.40% 79.97% 180 days 126 71.4% 15.61% 23.81% 40.43% 16.68% 30.93% -55.89% 149.72% 365 days 122 72.1% 26.99% 40.68% 72.28% 27.72% 53.63% -58.77% 276.52% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.21% Rounded target for matching: 24% Similar historical periods found: 58 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 58 43.1% -0.70% -0.55% 7.12% -2.43% 1.32% -26.17% 14.02% 14 days 58 46.6% -0.82% -1.81% 10.63% -4.61% 0.98% -44.82% 23.30% 30 days 58 55.2% 2.55% -0.83% 18.91% -5.80% 4.14% -58.73% 57.49% 90 days 58 65.5% 10.13% 12.41% 32.65% 3.82% 20.99% -62.63% 77.39% 180 days 58 60.3% 11.12% 10.40% 40.96% -0.37% 21.17% -52.10% 134.93% 365 days 58 60.3% 14.88% 27.08% 69.59% 8.78% 45.38% -51.17% 277.85% ======================================================================================================================== Chart 12: SB=F (R² = 0.8413, Window = 180 days) | Price: $16.15 | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.4% | QTD: -0.4% | YTD: -16.4%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $16.15 ($14.99,-7% - $17.53,+9%) +30d (1m): $15.39,-4.7% ($14.22,-12% - $16.65,+3%) +60d (2m): $14.61,-9.6% ($13.49,-16% - $15.81,-2%) +90d (3m): $13.86,-14.2% ($12.79,-21% - $15.02,-7%) +180d (6m): $11.85,-26.6% ($10.91,-32% - $12.88,-20%) +365d (1y): $8.59,-46.8% ($7.83,-52% - $9.42,-42%) +EOY (175d): $11.96,-26.0% ($11.00,-32% - $12.99,-20%) End-of-year outlook: 📉 Bearish Trend (-26.0%) Confidence: 84.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-17%) 📅 Days until EOY 2025: 175 days | EOY Target: $11.96 (-26.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.21% Rounded target for matching: -6% Similar historical periods found: 202 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 202 46.5% -0.76% 0.04% 5.45% -0.72% 0.79% -15.52% 13.04% 14 days 202 50.0% 0.08% -0.37% 7.70% -1.44% 0.70% -28.10% 24.72% 30 days 202 50.5% 0.14% 0.55% 10.93% -0.97% 2.06% -38.81% 32.62% 90 days 199 49.2% -0.47% 1.96% 17.88% -0.54% 4.46% -42.41% 79.05% 180 days 191 54.5% 2.76% 7.49% 29.24% 3.32% 11.67% -39.81% 118.01% 365 days 187 62.0% 9.68% 17.23% 40.22% 11.43% 23.03% -47.61% 150.98% ======================================================================================================================== SB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -17.22% Rounded target for matching: -17% Similar historical periods found: 93 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 93 45.2% -0.84% 0.83% 6.00% -0.40% 2.07% -8.87% 28.76% 14 days 93 52.7% 0.72% 1.49% 8.00% -0.15% 3.14% -15.42% 36.62% 30 days 93 44.1% -1.44% 1.19% 10.89% -1.05% 3.44% -22.02% 40.32% 90 days 88 45.5% -2.18% 1.81% 17.24% -1.84% 5.46% -27.08% 42.52% 180 days 87 54.0% 5.21% 9.13% 26.00% 3.59% 14.68% -29.45% 95.48% 365 days 80 51.2% 1.99% 12.01% 39.38% 3.25% 20.77% -43.86% 124.97% ======================================================================================================================== Chart 13: OJ=F (R² = 0.8257, Window = 180 days) | Price: $252.40 | Date: 2025-07-09 | Daily: +0.0% | MTD: +17.4% | QTD: +17.4% | YTD: -49.4%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $252.40 ($162.89,-35% - $276.76,+10%) +30d (1m): $179.68,-28.8% ($137.62,-45% - $234.60,-7%) +60d (2m): $152.06,-39.8% ($116.21,-54% - $198.95,-21%) +90d (3m): $128.68,-49.0% ($98.09,-61% - $168.80,-33%) +180d (6m): $77.98,-69.1% ($58.83,-77% - $103.36,-59%) +365d (1y): $27.85,-89.0% ($20.36,-92% - $38.11,-85%) +EOY (175d): $80.18,-68.2% ($60.53,-76% - $106.20,-58%) End-of-year outlook: 📉 Bearish Trend (-68.2%) Confidence: 82.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-15%) 📅 Days until EOY 2025: 175 days | EOY Target: $80.18 (-68.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -8.65% Rounded target for matching: -9% Similar historical periods found: 136 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 136 53.7% 0.74% 0.93% 5.72% -0.04% 1.90% -11.65% 24.29% 14 days 136 50.7% 0.08% 0.45% 7.71% -0.86% 1.76% -17.07% 27.05% 30 days 136 50.0% -0.06% 1.31% 12.84% -0.86% 3.49% -34.51% 39.70% 90 days 136 52.9% 2.09% 3.87% 22.99% -0.03% 7.76% -41.47% 63.07% 180 days 134 53.7% 3.85% 9.59% 33.80% 3.81% 15.36% -39.20% 85.50% 365 days 133 63.9% 10.37% 33.00% 54.92% 23.58% 42.43% -45.47% 136.50% ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -15.09% Rounded target for matching: -15% Similar historical periods found: 96 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 96 47.9% -0.21% 0.33% 6.31% -0.95% 1.61% -16.93% 18.19% 14 days 96 59.4% 1.92% 2.02% 8.89% 0.22% 3.82% -14.42% 25.20% 30 days 96 53.1% 0.47% 1.10% 12.75% -1.49% 3.68% -34.51% 32.15% 90 days 96 50.0% -0.35% 2.20% 20.60% -1.98% 6.37% -40.53% 55.99% 180 days 95 48.4% -1.84% 3.78% 29.04% -2.14% 9.70% -40.19% 71.09% 365 days 93 48.4% -0.60% 12.59% 37.79% 4.81% 20.37% -52.63% 116.89% ======================================================================================================================== Chart 14: HE=F (R² = 0.8046, Window = 120 days) | Price: $107.20 | Date: 2025-07-09 | Daily: +0.0% | MTD: -2.6% | QTD: -2.6% | YTD: +32.4%
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $107.20 ($98.31,-8% - $116.17,+8%) +30d (1m): $114.95,+7.2% ($105.61,-1% - $125.11,+17%) +60d (2m): $123.64,+15.3% ($113.40,+6% - $134.80,+26%) +90d (3m): $132.99,+24.1% ($121.71,+14% - $145.31,+36%) +180d (6m): $165.50,+54.4% ($150.13,+40% - $182.43,+70%) +365d (1y): $259.42,+142.0% ($229.28,+114% - $293.51,+174%) +EOY (175d): $163.50,+52.5% ($148.41,+38% - $180.12,+68%) End-of-year outlook: 📈 Bullish Trend (+52.5%) Confidence: 80.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈27%) 📅 Days until EOY 2025: 175 days | EOY Target: $163.50 (+52.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 9.05% Rounded target for matching: 9% Similar historical periods found: 148 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 148 54.7% 0.64% -0.05% 7.10% -1.20% 1.11% -22.48% 21.25% 14 days 148 45.9% -0.87% -0.70% 9.36% -2.22% 0.82% -24.79% 27.14% 30 days 148 48.0% -1.14% 0.59% 14.20% -1.72% 2.89% -40.25% 35.64% 90 days 147 34.7% -9.70% -2.38% 23.13% -6.15% 1.39% -43.10% 71.45% 180 days 147 38.8% -4.16% -1.63% 23.79% -5.51% 2.25% -50.55% 115.29% 365 days 140 45.0% -5.91% 4.57% 29.40% -0.34% 9.49% -52.22% 75.78% ======================================================================================================================== HE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 27.05% Rounded target for matching: 27% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 41.9% -0.93% -1.07% 7.17% -3.27% 1.14% -19.87% 16.90% 14 days 43 46.5% -0.84% -0.65% 8.46% -3.25% 1.96% -26.22% 24.18% 30 days 43 51.2% 0.61% -0.27% 11.28% -3.74% 3.20% -29.78% 26.19% 90 days 42 28.6% -13.90% -5.27% 26.26% -13.45% 2.91% -50.26% 68.38% 180 days 42 23.8% -8.18% -6.01% 18.99% -11.93% -0.10% -54.75% 65.16% 365 days 39 25.6% -19.84% -8.58% 30.35% -18.42% 1.25% -56.20% 60.86% ======================================================================================================================== Chart 15: ZB=F (R² = 0.7759, Window = 1000 days) | Price: $113.09 | Date: 2025-07-09 | Daily: +0.1% | MTD: -2.0% | QTD: -2.0% | YTD: -0.6%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $113.09 ($96.69,-15% - $120.18,+6%) +30d (1m): $106.65,-5.7% ($95.66,-15% - $118.91,+5%) +60d (2m): $105.52,-6.7% ($94.64,-16% - $117.64,+4%) +90d (3m): $104.39,-7.7% ($93.63,-17% - $116.39,+3%) +180d (6m): $101.10,-10.6% ($90.67,-20% - $112.73,-0%) +365d (1y): $94.64,-16.3% ($84.86,-25% - $105.55,-7%) +EOY (175d): $101.28,-10.4% ($90.83,-20% - $112.93,-0%) End-of-year outlook: 📉 Bearish Trend (-10.4%) Confidence: 77.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 49 periods in chart (90d ROC≈-4%) 📅 Days until EOY 2025: 175 days | EOY Target: $101.28 (-10.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ZB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.17% Rounded target for matching: 0% Similar historical periods found: 834 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 834 55.0% 0.22% 0.15% 1.62% 0.04% 0.26% -5.77% 10.28% 14 days 834 56.7% 0.41% 0.30% 2.34% 0.15% 0.46% -6.86% 12.85% 30 days 834 54.8% 0.38% 0.57% 3.53% 0.33% 0.81% -9.58% 22.11% 90 days 832 58.3% 1.14% 1.24% 6.11% 0.82% 1.65% -15.23% 22.87% 180 days 830 55.7% 1.63% 1.21% 7.66% 0.69% 1.73% -18.80% 21.09% 365 days 804 52.0% 0.66% 1.62% 11.44% 0.83% 2.41% -25.11% 30.98% ======================================================================================================================== ZB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.41% Rounded target for matching: -4% Similar historical periods found: 298 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 298 52.7% 0.10% -0.04% 1.57% -0.22% 0.14% -5.42% 3.98% 14 days 298 53.4% 0.18% -0.03% 2.16% -0.27% 0.22% -6.34% 4.67% 30 days 298 54.7% 0.39% 0.11% 3.49% -0.29% 0.51% -10.75% 9.83% 90 days 293 57.3% 1.54% 0.68% 6.56% -0.08% 1.43% -15.06% 15.64% 180 days 290 54.8% 2.05% 1.80% 9.01% 0.76% 2.84% -23.10% 18.56% 365 days 281 62.3% 4.00% 3.64% 14.63% 1.92% 5.35% -24.00% 32.56% ======================================================================================================================== ====================================================================================================================================================== 🟢 TOP 3 FUTURES INSTRUMENTS - UNDERVALUED OPPORTUNITIES ====================================================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 CC=F 35.7 0.8770 85.2 $8.1K 55.6 750 +0.0 -11.5 -11.5 -30.2 2 KC=F 29.4 0.9113 68.0 $284.30 41.6 500 +0.0 -7.3 -7.3 -11.6 3 NG=F 20.1 0.7388 80.0 $3.33 25.2 365 +0.0 -3.5 -3.5 -8.8 📊 DISPLAYING 3 UNDERVALUED FUTURES OPPORTUNITY CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: CC=F (Undervalued by 35.7%, Window = 750 days) | Price: $8.1K | Date: 2025-07-09 | Daily: +0.0% | MTD: -11.5% | QTD: -11.5% | YTD: -30.2%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.1K ($8.5K,+5% - $18.7K,+130%) +30d (1m): $13.6K,+67.4% ($9.2K,+13% - $20.1K,+147%) +60d (2m): $14.6K,+80.2% ($9.9K,+22% - $21.6K,+166%) +90d (3m): $15.7K,+93.9% ($10.6K,+31% - $23.3K,+187%) +180d (6m): $19.6K,+141.6% ($13.3K,+63% - $29.0K,+257%) +365d (1y): $30.8K,+279.9% ($20.8K,+157% - $45.6K,+463%) +EOY (175d): $19.4K,+138.7% ($13.1K,+61% - $28.6K,+253%) End-of-year outlook: 📈 Bullish Trend (+138.7%) Confidence: 87.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 12 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $19.4K (+138.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -16.69% Rounded target for matching: -17% Similar historical periods found: 47 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 47 57.4% 0.77% 0.20% 5.82% -1.51% 1.91% -11.12% 14.89% 14 days 47 57.4% 0.96% 0.90% 5.52% -0.72% 2.52% -11.86% 13.54% 30 days 47 63.8% 3.05% 3.67% 8.43% 1.19% 6.14% -13.59% 23.97% 90 days 47 44.7% -1.40% 1.83% 16.90% -3.14% 6.79% -26.72% 54.63% 180 days 44 43.2% -2.20% 3.33% 22.72% -3.57% 10.24% -32.51% 65.93% 365 days 43 62.8% 7.17% 14.03% 42.51% 0.95% 27.11% -35.53% 133.28% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -9.98% Rounded target for matching: -10% Similar historical periods found: 145 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 145 50.3% 0.04% 0.76% 4.36% 0.05% 1.48% -10.15% 13.39% 14 days 145 57.2% 1.08% 1.90% 7.12% 0.73% 3.06% -18.25% 31.24% 30 days 145 58.6% 1.30% 1.44% 9.47% -0.11% 3.00% -26.46% 20.06% 90 days 141 54.6% 0.95% 4.11% 15.64% 1.50% 6.71% -33.61% 51.07% 180 days 141 66.7% 7.12% 8.18% 21.33% 4.63% 11.74% -29.55% 74.24% 365 days 140 65.0% 5.61% 17.07% 43.44% 9.81% 24.33% -36.23% 211.39% ======================================================================================================================== Chart 2: KC=F (Undervalued by 29.4%, Window = 500 days) | Price: $284.30 | Date: 2025-07-09 | Daily: +0.0% | MTD: -7.3% | QTD: -7.3% | YTD: -11.6%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $284.30 ($335.22,+18% - $483.16,+70%) +30d (1m): $428.08,+50.6% ($356.52,+25% - $514.00,+81%) +60d (2m): $455.34,+60.2% ($379.17,+33% - $546.83,+92%) +90d (3m): $484.35,+70.4% ($403.25,+42% - $581.75,+105%) +180d (6m): $582.91,+105.0% ($485.02,+71% - $700.57,+146%) +365d (1y): $853.04,+200.1% ($708.61,+149% - $1.0K,+261%) +EOY (175d): $576.95,+102.9% ($480.07,+69% - $693.37,+144%) End-of-year outlook: 📈 Bullish Trend (+102.9%) Confidence: 91.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-25%) 📅 Days until EOY 2025: 175 days | EOY Target: $576.95 (+102.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -21.40% Rounded target for matching: -21% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 38.5% -0.99% 0.32% 5.55% -3.03% 3.68% -7.44% 10.32% 14 days 13 76.9% 3.05% 3.86% 8.28% -1.14% 8.86% -14.86% 17.85% 30 days 13 84.6% 6.96% 6.60% 7.31% 2.18% 11.02% -5.94% 25.22% 90 days 13 46.2% -1.11% 4.92% 14.15% -3.62% 13.47% -15.49% 27.44% 180 days 13 53.8% 0.93% 7.84% 23.22% -6.19% 21.87% -21.35% 48.15% 365 days 13 92.3% 30.30% 49.91% 49.53% 19.98% 79.83% -23.01% 117.73% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -25.00% Rounded target for matching: -25% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 51.4% 0.72% 0.23% 4.65% -1.32% 1.78% -9.74% 8.25% 14 days 37 40.5% -1.17% -0.71% 7.08% -3.07% 1.66% -11.78% 14.78% 30 days 37 45.9% -0.50% -1.10% 5.63% -2.98% 0.77% -10.95% 11.27% 90 days 37 43.2% -2.63% 3.43% 14.06% -1.26% 8.12% -16.38% 35.06% 180 days 37 43.2% -2.92% -2.58% 15.88% -7.88% 2.72% -28.65% 36.60% 365 days 37 75.7% 21.44% 19.80% 43.00% 5.46% 34.14% -40.57% 166.37% ======================================================================================================================== Chart 3: NG=F (Undervalued by 20.1%, Window = 365 days) | Price: $3.33 | Date: 2025-07-09 | Daily: +0.0% | MTD: -3.5% | QTD: -3.5% | YTD: -8.8%
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $3.33 ($3.13,-6% - $5.57,+67%) +30d (1m): $4.48,+34.3% ($3.35,+1% - $5.98,+79%) +60d (2m): $4.80,+44.0% ($3.59,+8% - $6.42,+92%) +90d (3m): $5.15,+54.5% ($3.85,+16% - $6.88,+107%) +180d (6m): $6.35,+90.6% ($4.74,+42% - $8.51,+155%) +365d (1y): $9.78,+193.4% ($7.26,+118% - $13.18,+295%) +EOY (175d): $6.28,+88.4% ($4.69,+41% - $8.41,+152%) End-of-year outlook: 📈 Bullish Trend (+88.4%) Confidence: 73.9% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-13%) 📅 Days until EOY 2025: 175 days | EOY Target: $6.28 (+88.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.91% Rounded target for matching: -2% Similar historical periods found: 120 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 120 50.0% 0.02% 0.84% 8.66% -0.72% 2.41% -21.95% 27.03% 14 days 120 52.5% 0.45% 2.27% 12.08% 0.09% 4.45% -22.10% 36.59% 30 days 120 55.8% 2.62% 4.13% 16.04% 1.23% 7.02% -37.98% 43.34% 90 days 119 42.9% -4.01% 4.87% 30.09% -0.60% 10.33% -59.04% 96.80% 180 days 119 47.1% -2.92% 1.77% 33.64% -4.34% 7.87% -70.90% 110.67% 365 days 117 49.6% -0.34% 15.79% 55.26% 5.67% 25.90% -78.34% 253.58% ======================================================================================================================== NG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -13.07% Rounded target for matching: -13% Similar historical periods found: 101 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 101 46.5% -0.41% 1.27% 8.35% -0.38% 2.92% -21.75% 20.87% 14 days 101 46.5% -0.15% 2.89% 12.95% 0.33% 5.44% -19.13% 48.68% 30 days 101 54.5% 1.63% 4.79% 20.16% 0.81% 8.77% -48.93% 60.27% 90 days 101 54.5% 4.46% 9.82% 35.49% 2.81% 16.83% -69.79% 110.49% 180 days 100 62.0% 9.37% 15.92% 39.82% 8.02% 23.82% -64.74% 97.29% 365 days 100 57.0% 7.96% 18.94% 58.78% 7.28% 30.61% -67.09% 214.00% ======================================================================================================================== ====================================================================================================================================================== 🔴 TOP 4 FUTURES INSTRUMENTS - OVERVALUED WARNINGS ====================================================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 PA=F 40.3 0.8482 -24.5 $1.1K 28.7 1000 -0.5 +1.3 +1.3 +23.7 2 OJ=F 18.9 0.8257 -75.4 $252.40 15.9 180 +0.0 +17.4 +17.4 -49.4 3 HO=F 17.9 0.7216 -17.3 $2.44 15.2 500 -0.0 +7.6 +7.6 +5.3 4 ZW=F 10.3 0.7289 -13.9 $549.50 9.4 750 +0.3 +4.3 +4.3 -0.4 📊 DISPLAYING 4 OVERVALUED FUTURES WARNING CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: PA=F (Overvalued by 40.3%, Window = 1000 days) | Price: $1.1K | Date: 2025-07-09 | Daily: -0.5% | MTD: +1.3% | QTD: +1.3% | YTD: +23.7%
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $1.1K ($610.41,-45% - $1.0K,-7%) +30d (1m): $771.76,-31.1% ($590.27,-47% - $1.0K,-10%) +60d (2m): $746.34,-33.3% ($570.80,-49% - $975.86,-13%) +90d (3m): $721.76,-35.5% ($551.97,-51% - $943.77,-16%) +180d (6m): $652.76,-41.7% ($499.11,-55% - $853.70,-24%) +365d (1y): $530.95,-52.6% ($405.79,-64% - $694.71,-38%) +EOY (175d): $656.41,-41.4% ($501.91,-55% - $858.47,-23%) End-of-year outlook: 📉 Bearish Trend (-41.4%) Confidence: 84.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈24%) 📅 Days until EOY 2025: 175 days | EOY Target: $656.41 (-41.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 11.78% Rounded target for matching: 12% Similar historical periods found: 130 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 130 60.8% 1.32% 1.18% 5.71% 0.19% 2.17% -23.20% 15.93% 14 days 130 59.2% 1.74% 1.73% 9.37% 0.10% 3.35% -35.79% 25.57% 30 days 130 66.2% 4.80% 6.82% 16.24% 4.00% 9.64% -22.73% 84.01% 90 days 130 61.5% 5.14% 11.55% 25.11% 7.19% 15.91% -36.40% 79.97% 180 days 126 71.4% 15.61% 23.81% 40.43% 16.68% 30.93% -55.89% 149.72% 365 days 122 72.1% 26.99% 40.68% 72.28% 27.72% 53.63% -58.77% 276.52% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.21% Rounded target for matching: 24% Similar historical periods found: 58 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 58 43.1% -0.70% -0.55% 7.12% -2.43% 1.32% -26.17% 14.02% 14 days 58 46.6% -0.82% -1.81% 10.63% -4.61% 0.98% -44.82% 23.30% 30 days 58 55.2% 2.55% -0.83% 18.91% -5.80% 4.14% -58.73% 57.49% 90 days 58 65.5% 10.13% 12.41% 32.65% 3.82% 20.99% -62.63% 77.39% 180 days 58 60.3% 11.12% 10.40% 40.96% -0.37% 21.17% -52.10% 134.93% 365 days 58 60.3% 14.88% 27.08% 69.59% 8.78% 45.38% -51.17% 277.85% ======================================================================================================================== Chart 2: OJ=F (Overvalued by 18.9%, Window = 180 days) | Price: $252.40 | Date: 2025-07-09 | Daily: +0.0% | MTD: +17.4% | QTD: +17.4% | YTD: -49.4%
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $252.40 ($162.89,-35% - $276.76,+10%) +30d (1m): $179.68,-28.8% ($137.62,-45% - $234.60,-7%) +60d (2m): $152.06,-39.8% ($116.21,-54% - $198.95,-21%) +90d (3m): $128.68,-49.0% ($98.09,-61% - $168.80,-33%) +180d (6m): $77.98,-69.1% ($58.83,-77% - $103.36,-59%) +365d (1y): $27.85,-89.0% ($20.36,-92% - $38.11,-85%) +EOY (175d): $80.18,-68.2% ($60.53,-76% - $106.20,-58%) End-of-year outlook: 📉 Bearish Trend (-68.2%) Confidence: 82.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-15%) 📅 Days until EOY 2025: 175 days | EOY Target: $80.18 (-68.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -8.65% Rounded target for matching: -9% Similar historical periods found: 136 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 136 53.7% 0.74% 0.93% 5.72% -0.04% 1.90% -11.65% 24.29% 14 days 136 50.7% 0.08% 0.45% 7.71% -0.86% 1.76% -17.07% 27.05% 30 days 136 50.0% -0.06% 1.31% 12.84% -0.86% 3.49% -34.51% 39.70% 90 days 136 52.9% 2.09% 3.87% 22.99% -0.03% 7.76% -41.47% 63.07% 180 days 134 53.7% 3.85% 9.59% 33.80% 3.81% 15.36% -39.20% 85.50% 365 days 133 63.9% 10.37% 33.00% 54.92% 23.58% 42.43% -45.47% 136.50% ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -15.09% Rounded target for matching: -15% Similar historical periods found: 96 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 96 47.9% -0.21% 0.33% 6.31% -0.95% 1.61% -16.93% 18.19% 14 days 96 59.4% 1.92% 2.02% 8.89% 0.22% 3.82% -14.42% 25.20% 30 days 96 53.1% 0.47% 1.10% 12.75% -1.49% 3.68% -34.51% 32.15% 90 days 96 50.0% -0.35% 2.20% 20.60% -1.98% 6.37% -40.53% 55.99% 180 days 95 48.4% -1.84% 3.78% 29.04% -2.14% 9.70% -40.19% 71.09% 365 days 93 48.4% -0.60% 12.59% 37.79% 4.81% 20.37% -52.63% 116.89% ======================================================================================================================== Chart 3: HO=F (Overvalued by 17.9%, Window = 500 days) | Price: $2.44 | Date: 2025-07-09 | Daily: -0.0% | MTD: +7.6% | QTD: +7.6% | YTD: +5.3%
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $2.44 ($1.81,-26% - $2.37,-3%) +30d (1m): $2.03,-17.1% ($1.77,-27% - $2.31,-5%) +60d (2m): $1.98,-18.9% ($1.73,-29% - $2.26,-7%) +90d (3m): $1.94,-20.7% ($1.69,-31% - $2.21,-9%) +180d (6m): $1.81,-26.0% ($1.58,-35% - $2.07,-15%) +365d (1y): $1.57,-35.6% ($1.37,-44% - $1.80,-26%) +EOY (175d): $1.81,-25.7% ($1.59,-35% - $2.08,-15%) End-of-year outlook: 📉 Bearish Trend (-25.7%) Confidence: 72.2% | Valuation: OVERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈4%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.81 (-25.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 17.41% Rounded target for matching: 17% Similar historical periods found: 59 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 59 64.4% 1.58% 1.05% 4.82% -0.21% 2.30% -9.90% 10.39% 14 days 59 57.6% 0.89% 0.86% 7.49% -1.09% 2.82% -29.60% 14.51% 30 days 59 59.3% 2.62% 3.52% 14.15% -0.17% 7.21% -29.67% 68.89% 90 days 59 57.6% 2.18% 2.82% 18.94% -2.11% 7.76% -43.50% 60.17% 180 days 59 55.9% 4.15% 4.97% 31.29% -3.19% 13.12% -68.08% 55.31% 365 days 59 79.7% 18.08% 28.29% 46.67% 16.13% 40.45% -47.75% 183.36% ======================================================================================================================== HO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 3.68% Rounded target for matching: 4% Similar historical periods found: 126 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 126 42.9% -0.71% 0.23% 5.22% -0.69% 1.15% -11.06% 17.56% 14 days 126 57.1% 1.17% 0.79% 7.43% -0.52% 2.10% -20.84% 21.18% 30 days 126 61.9% 1.91% 2.27% 8.94% 0.70% 3.85% -22.55% 28.50% 90 days 123 58.5% 3.21% 3.58% 17.70% 0.42% 6.74% -63.02% 46.03% 180 days 122 61.5% 9.30% 10.46% 27.04% 5.61% 15.31% -47.30% 100.12% 365 days 122 57.4% 14.49% 19.42% 45.67% 11.23% 27.60% -67.17% 223.00% ======================================================================================================================== Chart 4: ZW=F (Overvalued by 10.3%, Window = 750 days) | Price: $549.50 | Date: 2025-07-09 | Daily: +0.3% | MTD: +4.3% | QTD: +4.3% | YTD: -0.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $549.50 ($426.93,-22% - $581.12,+6%) +30d (1m): $489.31,-11.0% ($419.38,-24% - $570.90,+4%) +60d (2m): $480.68,-12.5% ($411.96,-25% - $560.86,+2%) +90d (3m): $472.20,-14.1% ($404.67,-26% - $551.00,+0%) +180d (6m): $447.65,-18.5% ($383.55,-30% - $522.45,-5%) +365d (1y): $401.12,-27.0% ($343.51,-37% - $468.39,-15%) +EOY (175d): $448.98,-18.3% ($384.70,-30% - $524.00,-5%) End-of-year outlook: 📉 Bearish Trend (-18.3%) Confidence: 72.9% | Valuation: OVERVALUED 🎯 Historical pattern matches: 24 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 175 days | EOY Target: $448.98 (-18.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ZW - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.29% Rounded target for matching: 1% Similar historical periods found: 262 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 262 40.1% -0.85% -0.71% 4.79% -1.30% -0.13% -14.93% 18.90% 14 days 262 37.8% -1.62% -1.01% 7.17% -1.89% -0.14% -24.57% 53.68% 30 days 262 40.8% -2.01% -0.73% 9.94% -1.94% 0.48% -25.78% 44.82% 90 days 259 44.8% -1.69% 0.96% 16.29% -1.03% 2.95% -32.79% 53.93% 180 days 255 52.2% 1.81% 4.71% 23.24% 1.85% 7.58% -51.43% 95.77% 365 days 252 58.3% 4.53% 8.78% 35.38% 4.39% 13.16% -56.21% 159.65% ======================================================================================================================== ZW - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.50% Rounded target for matching: 1% Similar historical periods found: 176 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 176 50.0% 0.04% 0.37% 4.61% -0.32% 1.06% -10.63% 21.00% 14 days 176 47.7% -0.53% 0.60% 6.83% -0.41% 1.62% -15.65% 28.25% 30 days 176 50.6% 0.12% 1.43% 9.27% 0.05% 2.81% -17.78% 35.41% 90 days 171 52.6% 0.54% 2.42% 13.05% 0.45% 4.39% -22.61% 44.09% 180 days 162 58.6% 3.95% 5.96% 17.60% 3.23% 8.69% -30.39% 79.42% 365 days 156 76.9% 17.87% 23.79% 37.28% 17.90% 29.69% -25.52% 170.47% ======================================================================================================================== FUTURES STATISTICS: ------------------------------------------------------------ Total futures instruments analyzed: 29 Average R-squared: 0.7615 Best R-squared: 0.960943 Average annual growth: 9.2% Valuation breakdown: 🟡 FAIR_VALUE: 13 (44.8%) - Hold/Monitor 🔴 OVERVALUED: 4 (13.8%) - Sell Warnings 🟢 UNDERVALUED: 3 (10.3%) - Buy Opportunities Optimal window distribution: 120 days: 3 instruments (10.3%) 180 days: 2 instruments (6.9%) 365 days: 3 instruments (10.3%) 500 days: 6 instruments (20.7%) 750 days: 10 instruments (34.5%) 📊 FUTURES TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 3 🔴 High-quality overvalued warnings: 4 📈 Top trend performers displayed: 15 💡 Consider buying undervalued futuress with strong trends ⚠️ Consider reducing overvalued futures positions ====================================================================================================================================================== 🔥 TOP 15 INDICES INSTRUMENTS - BEST TREND ANALYSIS ====================================================================================================================================================== Rank Symbol R² Win Growth% Price Val Dev% Daily% WTD% BTD% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 ^IBEX 0.9439 750 20.3 14.1K 🟡FAIR 4.1 +0.0 +0.9 +0.4 +0.5 +0.5 +21.3 2 ^GDAXI 0.9250 750 20.8 24.2K 🟡FAIR 6.2 -0.0 +1.5 +0.4 +1.0 +1.0 +21.5 3 ^GSPC 0.9117 750 19.4 6.2K 🟡FAIR -0.7 -0.0 -0.5 +0.5 +0.6 +0.6 +5.5 4 ^GSPTSE 0.9108 504 17.3 26.9K 🟡FAIR 1.2 -0.0 -0.5 +0.6 +0.2 +0.2 +8.4 5 ^RUI 0.9089 750 19.2 3.4K 🟡FAIR -0.5 +0.0 -0.6 +0.7 +0.6 +0.6 +5.4 6 ^IXIC 0.8942 750 24.7 20.4K 🟡FAIR -0.8 +0.0 -0.4 +0.3 +0.6 +0.6 +5.2 7 ^BSESN 0.8880 750 15.0 83.5K 🟡FAIR -2.0 -0.2 +0.2 -0.6 -0.2 -0.2 +6.7 8 ^NSEI 0.8831 750 16.3 25.5K 🟡FAIR -2.2 -0.2 +0.1 -0.7 -0.3 -0.3 +7.8 9 ^DJI 0.8777 750 13.1 44.2K 🟡FAIR -0.7 -0.0 -1.3 +0.5 +0.4 +0.4 +3.7 10 IMOEX.ME 0.8635 504 33.9 3.2K 🟢UNDER -10.8 +1.4 -0.9 +0.7 +0.7 -3.8 +3.7 11 ^STOXX50E 0.8595 750 14.4 5.4K 🟡FAIR -2.5 -0.0 +1.5 +0.6 +1.2 +1.2 +9.3 12 ^BVSP 0.8534 126 36.1 139.3K 🟡FAIR -1.4 -0.0 -1.4 +1.8 +0.3 +0.3 +15.8 13 ^HSI 0.8433 378 33.2 24.0K 🟡FAIR 0.0 -0.7 +0.6 -1.3 -1.4 -1.4 +20.3 14 ^FTSE 0.8267 504 9.1 8.9K 🟡FAIR 0.6 +0.0 +0.4 +0.6 +1.1 +1.1 +8.3 15 ^AEX 0.8205 750 12.0 916.76 🟡FAIR -4.5 -0.0 +1.1 -0.5 +0.2 +0.2 +4.3 📊 DISPLAYING 15 INDICES TREND LEADER CHARTS (Window > 10 days): ------------------------------------------------------------------------------------------------------------------------ Chart 1: ^IBEX (R² = 0.9439, Window = 750 days) | Price: 14.1K | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.5% | QTD: +0.5% | YTD: +21.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 14.1K (12.5K,-11% - 14.6K,+4%) +30d (1m): 13.8K,-1.8% (12.8K,-9% - 14.9K,+6%) +60d (2m): 14.1K,+0.4% (13.1K,-7% - 15.3K,+8%) +90d (3m): 14.5K,+2.6% (13.4K,-5% - 15.6K,+11%) +180d (6m): 15.4K,+9.6% (14.3K,+2% - 16.7K,+18%) +365d (1y): 17.7K,+25.6% (16.4K,+16% - 19.1K,+36%) +EOY (175d): 15.4K,+9.2% (14.2K,+1% - 16.6K,+18%) End-of-year outlook: 📈 Bullish Trend (+9.2%) Confidence: 94.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 40 periods in chart (90d ROC≈5%) 📅 Days until EOY 2025: 175 days | EOY Target: 15.4K (+9.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IBEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.15% Rounded target for matching: 0% Similar historical periods found: 512 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 512 52.5% 0.19% -0.02% 3.24% -0.30% 0.26% -11.83% 11.39% 14 days 512 55.5% 0.51% 0.22% 4.49% -0.17% 0.61% -21.90% 13.15% 30 days 512 52.1% 0.30% 0.18% 6.91% -0.42% 0.78% -35.43% 18.62% 90 days 512 54.1% 1.37% 0.74% 12.72% -0.37% 1.84% -32.83% 58.43% 180 days 497 54.9% 3.86% 2.82% 16.92% 1.33% 4.31% -39.23% 63.77% 365 days 480 50.6% 0.58% 5.89% 27.83% 3.39% 8.38% -53.03% 126.88% ======================================================================================================================== IBEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.49% Rounded target for matching: 5% Similar historical periods found: 246 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 246 59.3% 0.58% 0.29% 2.41% -0.01% 0.59% -9.93% 7.49% 14 days 246 63.4% 0.68% 0.58% 3.45% 0.14% 1.01% -15.11% 10.21% 30 days 246 62.2% 2.04% 1.20% 5.91% 0.46% 1.95% -32.04% 15.86% 90 days 245 62.0% 4.10% 3.88% 11.86% 2.38% 5.37% -26.72% 46.89% 180 days 232 69.0% 9.63% 6.57% 16.53% 4.43% 8.71% -32.48% 65.88% 365 days 223 58.7% 13.48% 13.66% 35.31% 9.00% 18.32% -47.63% 139.08% ======================================================================================================================== Chart 2: ^GDAXI (R² = 0.9250, Window = 750 days) | Price: 24.2K | Date: 2025-07-09 | Daily: -0.0% | MTD: +1.0% | QTD: +1.0% | YTD: +21.5%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 24.2K (20.8K,-14% - 25.0K,+3%) +30d (1m): 23.3K,-3.7% (21.3K,-12% - 25.5K,+6%) +60d (2m): 23.9K,-1.5% (21.8K,-10% - 26.1K,+8%) +90d (3m): 24.4K,+0.8% (22.3K,-8% - 26.7K,+10%) +180d (6m): 26.1K,+7.8% (23.8K,-2% - 28.6K,+18%) +365d (1y): 30.0K,+23.8% (27.4K,+13% - 32.8K,+36%) +EOY (175d): 26.0K,+7.4% (23.7K,-2% - 28.5K,+18%) End-of-year outlook: 📈 Bullish Trend (+7.4%) Confidence: 92.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 43 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 175 days | EOY Target: 26.0K (+7.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GDAXI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.70% Rounded target for matching: 1% Similar historical periods found: 647 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 647 57.8% 0.44% 0.22% 3.05% -0.02% 0.45% -17.62% 9.05% 14 days 647 58.1% 0.56% 0.20% 4.32% -0.14% 0.53% -32.54% 9.31% 30 days 647 57.5% 0.90% 0.28% 6.85% -0.25% 0.81% -35.22% 16.01% 90 days 645 68.4% 4.41% 3.39% 10.56% 2.57% 4.20% -28.86% 45.40% 180 days 640 68.4% 11.12% 7.65% 16.62% 6.36% 8.94% -47.02% 64.55% 365 days 615 73.7% 17.91% 15.42% 24.94% 13.45% 17.40% -53.15% 102.95% ======================================================================================================================== GDAXI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.34% Rounded target for matching: 7% Similar historical periods found: 363 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 363 57.9% 0.43% 0.38% 2.82% 0.09% 0.67% -9.53% 9.51% 14 days 363 60.9% 1.18% 0.76% 3.79% 0.37% 1.15% -13.52% 12.37% 30 days 363 68.9% 2.08% 2.12% 5.26% 1.57% 2.66% -20.58% 16.86% 90 days 362 74.6% 6.81% 4.69% 11.70% 3.48% 5.90% -30.73% 42.18% 180 days 352 74.1% 12.85% 10.25% 16.06% 8.56% 11.93% -45.87% 63.01% 365 days 337 77.7% 14.28% 17.19% 22.01% 14.84% 19.55% -37.56% 94.23% ======================================================================================================================== Chart 3: ^GSPC (R² = 0.9117, Window = 750 days) | Price: 6.2K | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.6% | QTD: +0.6% | YTD: +5.5%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 6.2K (5.7K,-8% - 6.9K,+11%) +30d (1m): 6.4K,+2.8% (5.8K,-6% - 7.0K,+13%) +60d (2m): 6.5K,+5.0% (6.0K,-4% - 7.2K,+15%) +90d (3m): 6.7K,+7.2% (6.1K,-2% - 7.3K,+18%) +180d (6m): 7.1K,+14.3% (6.5K,+4% - 7.8K,+25%) +365d (1y): 8.1K,+30.2% (7.4K,+19% - 8.9K,+43%) +EOY (175d): 7.1K,+13.9% (6.5K,+4% - 7.8K,+25%) End-of-year outlook: 📈 Bullish Trend (+13.9%) Confidence: 91.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 51 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 175 days | EOY Target: 7.1K (+13.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GSPC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.28% Rounded target for matching: 7% Similar historical periods found: 841 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 841 54.7% 0.26% 0.07% 2.42% -0.10% 0.23% -17.25% 8.88% 14 days 841 60.4% 0.61% 0.43% 3.31% 0.21% 0.65% -15.26% 10.89% 30 days 841 64.6% 1.55% 1.07% 5.03% 0.72% 1.41% -35.35% 17.56% 90 days 840 71.2% 4.66% 3.65% 9.60% 3.00% 4.31% -45.52% 40.11% 180 days 839 74.1% 8.19% 6.79% 15.23% 5.76% 7.82% -56.71% 57.37% 365 days 827 70.6% 14.86% 11.75% 24.89% 10.05% 13.45% -71.29% 76.48% ======================================================================================================================== GSPC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.21% Rounded target for matching: 6% Similar historical periods found: 1141 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1141 58.1% 0.32% 0.19% 2.27% 0.06% 0.32% -23.87% 8.15% 14 days 1141 59.7% 0.62% 0.48% 3.20% 0.29% 0.66% -21.31% 17.17% 30 days 1141 59.7% 1.14% 0.87% 4.64% 0.60% 1.14% -22.20% 18.67% 90 days 1141 69.2% 3.00% 2.95% 8.38% 2.47% 3.44% -30.82% 28.93% 180 days 1120 71.9% 6.54% 6.09% 12.99% 5.32% 6.85% -51.08% 52.12% 365 days 1114 71.9% 9.97% 10.13% 20.20% 8.94% 11.32% -56.59% 82.56% ======================================================================================================================== Chart 4: ^GSPTSE (R² = 0.9108, Window = 504 days) | Price: 26.9K | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.2% | QTD: +0.2% | YTD: +8.4%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 26.9K (25.1K,-7% - 28.1K,+5%) +30d (1m): 27.1K,+0.7% (25.6K,-5% - 28.7K,+7%) +60d (2m): 27.6K,+2.7% (26.1K,-3% - 29.2K,+9%) +90d (3m): 28.2K,+4.6% (26.6K,-1% - 29.8K,+11%) +180d (6m): 29.8K,+10.8% (28.1K,+5% - 31.6K,+17%) +365d (1y): 33.5K,+24.5% (31.6K,+18% - 35.5K,+32%) +EOY (175d): 29.7K,+10.4% (28.1K,+4% - 31.5K,+17%) End-of-year outlook: 📈 Bullish Trend (+10.4%) Confidence: 91.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 42 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 175 days | EOY Target: 29.7K (+10.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GSPTSE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.42% Rounded target for matching: 2% Similar historical periods found: 973 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 973 55.1% 0.20% 0.16% 2.22% 0.02% 0.30% -11.66% 11.16% 14 days 973 57.0% 0.41% 0.32% 3.17% 0.12% 0.52% -21.90% 15.93% 30 days 973 58.2% 0.99% 0.78% 4.70% 0.48% 1.07% -34.07% 17.47% 90 days 971 65.9% 2.98% 2.38% 8.78% 1.83% 2.93% -34.03% 35.61% 180 days 961 70.1% 5.36% 5.30% 13.06% 4.47% 6.13% -37.40% 66.39% 365 days 935 69.8% 8.14% 9.43% 18.06% 8.27% 10.59% -42.10% 82.77% ======================================================================================================================== GSPTSE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.95% Rounded target for matching: 6% Similar historical periods found: 674 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 674 59.3% 0.35% 0.24% 1.95% 0.09% 0.39% -8.39% 6.18% 14 days 674 61.3% 0.74% 0.44% 3.27% 0.19% 0.69% -27.35% 10.83% 30 days 674 58.8% 1.00% 0.42% 5.52% 0.01% 0.84% -36.40% 16.34% 90 days 673 60.3% 3.34% 1.60% 9.46% 0.88% 2.32% -33.44% 32.63% 180 days 665 69.2% 4.22% 4.47% 12.94% 3.48% 5.45% -40.51% 50.30% 365 days 642 69.8% 6.03% 8.22% 17.57% 6.86% 9.58% -44.02% 77.97% ======================================================================================================================== Chart 5: ^RUI (R² = 0.9089, Window = 750 days) | Price: 3.4K | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.6% | QTD: +0.6% | YTD: +5.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 3.4K (3.1K,-9% - 3.8K,+10%) +30d (1m): 3.5K,+2.6% (3.2K,-7% - 3.8K,+13%) +60d (2m): 3.6K,+4.8% (3.3K,-5% - 3.9K,+15%) +90d (3m): 3.6K,+7.0% (3.3K,-3% - 4.0K,+18%) +180d (6m): 3.9K,+13.9% (3.5K,+4% - 4.3K,+25%) +365d (1y): 4.4K,+29.7% (4.0K,+18% - 4.9K,+43%) +EOY (175d): 3.9K,+13.5% (3.5K,+3% - 4.3K,+25%) End-of-year outlook: 📈 Bullish Trend (+13.5%) Confidence: 90.9% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 45 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 175 days | EOY Target: 3.9K (+13.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== RUI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.28% Rounded target for matching: 7% Similar historical periods found: 305 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 305 51.8% 0.07% -0.09% 2.11% -0.33% 0.15% -7.47% 5.95% 14 days 305 60.7% 0.72% 0.42% 3.02% 0.08% 0.76% -10.86% 8.04% 30 days 305 63.9% 0.95% 1.04% 4.02% 0.59% 1.49% -15.81% 10.84% 90 days 304 69.4% 3.99% 3.09% 7.58% 2.24% 3.95% -26.80% 19.95% 180 days 302 79.5% 9.13% 8.00% 12.85% 6.54% 9.45% -43.40% 36.06% 365 days 290 81.7% 21.67% 17.29% 22.05% 14.74% 19.83% -52.84% 59.21% ======================================================================================================================== RUI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.21% Rounded target for matching: 6% Similar historical periods found: 462 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 462 62.8% 0.39% 0.28% 2.05% 0.10% 0.47% -7.32% 7.90% 14 days 462 63.2% 0.99% 0.60% 2.96% 0.33% 0.87% -12.15% 10.30% 30 days 462 66.7% 1.66% 1.36% 3.98% 1.00% 1.73% -19.45% 13.10% 90 days 462 74.9% 3.65% 3.51% 7.08% 2.86% 4.16% -27.66% 20.83% 180 days 446 79.1% 8.41% 6.92% 11.17% 5.89% 7.96% -23.15% 30.73% 365 days 441 81.0% 14.78% 14.03% 19.60% 12.19% 15.86% -47.20% 57.55% ======================================================================================================================== Chart 6: ^IXIC (R² = 0.8942, Window = 750 days) | Price: 20.4K | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.6% | QTD: +0.6% | YTD: +5.2%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 20.4K (18.1K,-11% - 23.4K,+15%) +30d (1m): 21.1K,+3.5% (18.6K,-9% - 24.0K,+18%) +60d (2m): 21.7K,+6.3% (19.1K,-7% - 24.7K,+21%) +90d (3m): 22.3K,+9.1% (19.6K,-4% - 25.3K,+24%) +180d (6m): 24.1K,+18.1% (21.2K,+4% - 27.4K,+34%) +365d (1y): 28.3K,+38.8% (24.9K,+22% - 32.3K,+58%) +EOY (175d): 24.0K,+17.6% (21.1K,+3% - 27.3K,+34%) End-of-year outlook: 📈 Bullish Trend (+17.6%) Confidence: 89.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 25 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 175 days | EOY Target: 24.0K (+17.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IXIC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 8.97% Rounded target for matching: 9% Similar historical periods found: 427 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 427 61.8% 0.79% 0.50% 2.67% 0.25% 0.76% -11.72% 8.59% 14 days 427 60.9% 1.21% 0.92% 4.01% 0.54% 1.31% -26.78% 12.41% 30 days 427 64.2% 2.78% 1.53% 6.90% 0.87% 2.19% -29.98% 17.99% 90 days 426 67.8% 4.71% 5.04% 13.18% 3.78% 6.29% -37.96% 47.66% 180 days 425 71.3% 11.45% 8.96% 18.93% 7.15% 10.76% -60.77% 72.16% 365 days 413 72.9% 23.09% 17.69% 27.98% 14.99% 20.40% -65.09% 113.47% ======================================================================================================================== IXIC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.11% Rounded target for matching: 10% Similar historical periods found: 452 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 452 58.2% 0.53% 0.30% 2.69% 0.06% 0.55% -11.17% 8.70% 14 days 452 58.0% 0.72% 0.29% 4.36% -0.12% 0.69% -23.15% 16.96% 30 days 452 59.1% 1.61% 0.47% 6.59% -0.14% 1.08% -26.29% 27.55% 90 days 452 71.0% 4.21% 3.47% 12.08% 2.35% 4.59% -40.85% 74.46% 180 days 446 71.5% 8.82% 7.72% 17.44% 6.10% 9.34% -46.78% 97.68% 365 days 441 74.8% 19.12% 17.06% 25.15% 14.71% 19.42% -58.38% 93.47% ======================================================================================================================== Chart 7: ^BSESN (R² = 0.8880, Window = 750 days) | Price: 83.5K | Date: 2025-07-09 | Daily: -0.2% | MTD: -0.2% | QTD: -0.2% | YTD: +6.7%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 83.5K (78.4K,-6% - 92.7K,+11%) +30d (1m): 86.7K,+3.7% (79.7K,-5% - 94.3K,+13%) +60d (2m): 88.1K,+5.5% (81.0K,-3% - 95.8K,+15%) +90d (3m): 89.6K,+7.3% (82.4K,-1% - 97.4K,+17%) +180d (6m): 94.2K,+12.7% (86.6K,+4% - 102.4K,+23%) +365d (1y): 104.3K,+24.9% (95.9K,+15% - 113.5K,+36%) +EOY (175d): 93.9K,+12.4% (86.3K,+3% - 102.1K,+22%) End-of-year outlook: 📈 Bullish Trend (+12.4%) Confidence: 88.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 31 periods in chart (90d ROC≈12%) 📅 Days until EOY 2025: 175 days | EOY Target: 93.9K (+12.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BSESN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.74% Rounded target for matching: 3% Similar historical periods found: 455 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 455 54.3% 0.28% -0.02% 3.26% -0.32% 0.28% -11.46% 16.24% 14 days 455 54.9% 0.45% 0.13% 4.60% -0.30% 0.55% -15.12% 16.69% 30 days 455 57.4% 1.11% 0.76% 7.31% 0.09% 1.44% -21.85% 44.83% 90 days 452 64.2% 3.65% 3.31% 13.58% 2.06% 4.57% -36.74% 56.72% 180 days 447 74.0% 7.67% 8.57% 17.56% 6.94% 10.20% -45.68% 78.82% 365 days 430 77.2% 17.07% 18.47% 27.23% 15.89% 21.05% -41.57% 108.58% ======================================================================================================================== BSESN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.20% Rounded target for matching: 12% Similar historical periods found: 185 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 185 44.3% -0.31% -0.02% 3.44% -0.52% 0.48% -8.75% 17.28% 14 days 185 48.6% -0.06% -0.14% 4.68% -0.82% 0.54% -14.44% 22.66% 30 days 185 50.3% 0.02% -0.39% 7.14% -1.42% 0.65% -23.28% 27.60% 90 days 185 53.0% 0.38% 1.05% 12.64% -0.79% 2.88% -28.36% 42.71% 180 days 185 68.1% 5.84% 6.08% 16.41% 3.70% 8.46% -30.11% 62.49% 365 days 165 77.6% 16.17% 13.50% 27.02% 9.34% 17.65% -46.50% 96.39% ======================================================================================================================== Chart 8: ^NSEI (R² = 0.8831, Window = 750 days) | Price: 25.5K | Date: 2025-07-09 | Daily: -0.2% | MTD: -0.3% | QTD: -0.3% | YTD: +7.8%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 25.5K (23.7K,-7% - 28.6K,+12%) +30d (1m): 26.5K,+4.1% (24.2K,-5% - 29.1K,+14%) +60d (2m): 27.0K,+6.0% (24.6K,-3% - 29.6K,+16%) +90d (3m): 27.5K,+7.9% (25.1K,-2% - 30.2K,+18%) +180d (6m): 29.0K,+13.8% (26.4K,+4% - 31.8K,+25%) +365d (1y): 32.4K,+27.1% (29.5K,+16% - 35.6K,+40%) +EOY (175d): 28.9K,+13.5% (26.4K,+3% - 31.7K,+25%) End-of-year outlook: 📈 Bullish Trend (+13.5%) Confidence: 88.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 29 periods in chart (90d ROC≈13%) 📅 Days until EOY 2025: 175 days | EOY Target: 28.9K (+13.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NSEI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.95% Rounded target for matching: 3% Similar historical periods found: 353 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 353 60.6% 0.46% 0.29% 2.60% 0.01% 0.56% -8.62% 11.31% 14 days 353 62.0% 0.88% 0.68% 3.51% 0.31% 1.05% -11.20% 13.15% 30 days 353 60.3% 1.40% 1.10% 5.58% 0.52% 1.69% -17.45% 19.61% 90 days 351 65.2% 3.66% 2.93% 11.91% 1.68% 4.18% -35.73% 64.86% 180 days 349 76.8% 6.66% 8.61% 14.23% 7.11% 10.11% -41.10% 80.16% 365 days 326 84.0% 13.29% 16.11% 18.30% 14.11% 18.10% -29.97% 100.80% ======================================================================================================================== NSEI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.99% Rounded target for matching: 13% Similar historical periods found: 112 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 112 50.9% 0.06% 0.02% 2.57% -0.46% 0.50% -7.60% 8.49% 14 days 112 51.8% 0.02% -0.03% 3.23% -0.64% 0.57% -10.16% 10.45% 30 days 112 51.8% 0.36% 0.22% 4.43% -0.61% 1.05% -10.81% 16.54% 90 days 112 49.1% -0.26% 1.11% 8.94% -0.57% 2.78% -24.45% 30.02% 180 days 112 64.3% 6.33% 6.12% 10.17% 4.21% 8.02% -19.12% 35.92% 365 days 94 88.3% 18.38% 16.61% 12.26% 14.09% 19.12% -13.73% 47.14% ======================================================================================================================== Chart 9: ^DJI (R² = 0.8777, Window = 750 days) | Price: 44.2K | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.4% | QTD: +0.4% | YTD: +3.7%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 44.2K (41.2K,-7% - 48.1K,+9%) +30d (1m): 45.2K,+2.2% (41.8K,-5% - 48.9K,+10%) +60d (2m): 45.9K,+3.7% (42.4K,-4% - 49.6K,+12%) +90d (3m): 46.5K,+5.2% (43.1K,-3% - 50.3K,+14%) +180d (6m): 48.6K,+9.9% (45.0K,+2% - 52.6K,+19%) +365d (1y): 53.3K,+20.4% (49.2K,+11% - 57.6K,+30%) +EOY (175d): 48.5K,+9.7% (44.9K,+1% - 52.5K,+19%) End-of-year outlook: 📈 Bullish Trend (+9.7%) Confidence: 87.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 43 periods in chart (90d ROC≈2%) 📅 Days until EOY 2025: 175 days | EOY Target: 48.5K (+9.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DJI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.34% Rounded target for matching: 6% Similar historical periods found: 401 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 401 56.1% 0.30% 0.22% 2.16% 0.00% 0.43% -8.50% 7.05% 14 days 401 62.8% 0.72% 0.58% 3.05% 0.28% 0.88% -15.75% 13.00% 30 days 401 64.6% 1.53% 1.21% 4.41% 0.78% 1.64% -14.62% 13.50% 90 days 401 68.3% 3.63% 3.33% 7.67% 2.58% 4.09% -24.72% 21.33% 180 days 399 74.9% 8.45% 7.87% 11.81% 6.71% 9.03% -39.13% 34.35% 365 days 395 82.0% 17.83% 16.31% 18.55% 14.48% 18.15% -47.39% 53.46% ======================================================================================================================== DJI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.32% Rounded target for matching: 2% Similar historical periods found: 506 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 506 54.7% 0.20% -0.05% 2.23% -0.25% 0.14% -11.69% 9.37% 14 days 506 56.9% 0.45% 0.16% 3.05% -0.10% 0.43% -10.29% 12.31% 30 days 506 64.4% 1.50% 0.81% 4.65% 0.40% 1.22% -14.51% 13.12% 90 days 506 74.1% 4.28% 3.53% 8.27% 2.81% 4.25% -31.79% 21.86% 180 days 504 76.8% 6.91% 6.14% 11.42% 5.14% 7.14% -43.55% 32.60% 365 days 490 78.2% 15.67% 13.35% 19.10% 11.65% 15.05% -52.48% 49.32% ======================================================================================================================== Chart 10: IMOEX.ME (R² = 0.8635, Window = 504 days) | Price: 3.2K | Date: 2024-06-14 | Daily: +1.4% | MTD: +0.7% | QTD: -3.8% | YTD: +3.7%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 3.2K (3.2K,-2% - 4.1K,+28%) +30d (1m): 3.7K,+16.0% (3.3K,+2% - 4.3K,+32%) +60d (2m): 3.9K,+20.1% (3.4K,+5% - 4.4K,+37%) +90d (3m): 4.0K,+24.4% (3.5K,+9% - 4.6K,+42%) +180d (6m): 4.4K,+38.1% (3.9K,+21% - 5.1K,+58%) +365d (1y): 5.5K,+71.0% (4.8K,+50% - 6.3K,+96%) +EOY (175d): 4.4K,+37.3% (3.9K,+20% - 5.0K,+57%) End-of-year outlook: 📈 Bullish Trend (+37.3%) Confidence: 86.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 16 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 175 days | EOY Target: 4.4K (+37.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.32% Rounded target for matching: -7% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 47.9% -0.14% -0.61% 6.07% -2.38% 1.15% -31.38% 7.68% 14 days 48 54.2% 0.58% -1.04% 7.98% -3.36% 1.28% -28.83% 10.47% 30 days 48 52.1% 1.20% -0.65% 10.49% -3.70% 2.40% -39.28% 16.89% 90 days 48 60.4% 2.58% -3.08% 19.13% -8.63% 2.47% -41.03% 26.98% 180 days 48 70.8% 7.14% 3.01% 22.76% -3.60% 9.62% -48.49% 37.87% 365 days 48 75.0% 24.05% 15.99% 23.01% 9.31% 22.67% -31.76% 61.80% ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.32% Rounded target for matching: 0% Similar historical periods found: 83 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 83 65.1% 0.80% 0.49% 2.86% -0.13% 1.12% -12.98% 6.37% 14 days 83 56.6% 0.59% -0.13% 5.16% -1.26% 1.00% -17.84% 10.47% 30 days 83 61.4% 1.50% 0.73% 6.46% -0.68% 2.14% -15.48% 16.24% 90 days 81 84.0% 4.49% 4.72% 11.09% 2.27% 7.17% -40.89% 26.98% 180 days 76 86.8% 11.86% 11.56% 16.70% 7.75% 15.38% -47.75% 53.27% 365 days 76 92.1% 23.35% 23.28% 18.26% 19.11% 27.46% -26.48% 59.18% ======================================================================================================================== Chart 11: ^STOXX50E (R² = 0.8595, Window = 750 days) | Price: 5.4K | Date: 2025-07-09 | Daily: -0.0% | MTD: +1.2% | QTD: +1.2% | YTD: +9.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 5.4K (5.0K,-6% - 6.0K,+12%) +30d (1m): 5.6K,+4.2% (5.1K,-5% - 6.1K,+14%) +60d (2m): 5.7K,+5.9% (5.2K,-3% - 6.2K,+16%) +90d (3m): 5.8K,+7.6% (5.3K,-2% - 6.3K,+18%) +180d (6m): 6.1K,+12.9% (5.5K,+3% - 6.6K,+24%) +365d (1y): 6.7K,+24.5% (6.1K,+14% - 7.3K,+37%) +EOY (175d): 6.0K,+12.6% (5.5K,+3% - 6.6K,+23%) End-of-year outlook: 📈 Bullish Trend (+12.6%) Confidence: 85.9% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 38 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 175 days | EOY Target: 6.0K (+12.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== STOXX50E - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.43% Rounded target for matching: 0% Similar historical periods found: 315 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 315 54.0% 0.23% -0.12% 3.21% -0.48% 0.23% -15.55% 10.27% 14 days 315 52.4% 0.21% -0.10% 4.76% -0.63% 0.42% -33.03% 22.61% 30 days 315 50.8% 0.17% -0.77% 7.22% -1.57% 0.03% -34.47% 17.09% 90 days 313 52.7% 0.42% -0.77% 9.38% -1.82% 0.27% -31.58% 19.90% 180 days 307 54.7% 2.35% -0.02% 14.62% -1.66% 1.62% -43.16% 26.13% 365 days 279 62.4% 5.73% 0.63% 20.36% -1.77% 3.03% -56.57% 50.56% ======================================================================================================================== STOXX50E - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.82% Rounded target for matching: -3% Similar historical periods found: 150 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 150 57.3% 0.81% 0.13% 3.70% -0.47% 0.73% -15.10% 9.48% 14 days 150 60.0% 1.05% 0.43% 4.76% -0.34% 1.20% -15.08% 14.35% 30 days 150 56.0% 2.02% 0.82% 6.33% -0.20% 1.84% -19.69% 16.73% 90 days 148 64.9% 3.22% 2.62% 10.18% 0.97% 4.27% -28.76% 21.91% 180 days 143 60.1% 3.50% 3.04% 14.93% 0.57% 5.50% -46.30% 28.69% 365 days 130 54.6% 2.35% 0.78% 22.78% -3.17% 4.73% -56.57% 35.39% ======================================================================================================================== Chart 12: ^BVSP (R² = 0.8534, Window = 126 days) | Price: 139.3K | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.3% | QTD: +0.3% | YTD: +15.8%
📊 PRICE PROJECTIONS (Linear Regression - 126 days): Current: 139.3K (136.1K,-2% - 146.6K,+5%) +30d (1m): 146.5K,+5.2% (141.1K,+1% - 152.1K,+9%) +60d (2m): 152.0K,+9.1% (146.3K,+5% - 157.9K,+13%) +90d (3m): 157.7K,+13.2% (151.6K,+9% - 164.0K,+18%) +180d (6m): 176.0K,+26.4% (168.7K,+21% - 183.7K,+32%) +365d (1y): 220.7K,+58.4% (209.3K,+50% - 232.7K,+67%) +EOY (175d): 174.9K,+25.6% (167.7K,+20% - 182.5K,+31%) End-of-year outlook: 📈 Bullish Trend (+25.6%) Confidence: 85.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈11%) 📅 Days until EOY 2025: 175 days | EOY Target: 174.9K (+25.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BVSP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.17% Rounded target for matching: 0% Similar historical periods found: 332 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 332 59.6% 0.76% 0.73% 4.28% 0.27% 1.19% -11.25% 25.96% 14 days 332 54.5% 0.50% 1.06% 7.15% 0.28% 1.83% -37.71% 65.25% 30 days 332 53.9% 1.41% 2.25% 11.82% 0.98% 3.53% -44.81% 119.97% 90 days 327 63.6% 4.48% 6.83% 22.35% 4.40% 9.26% -49.53% 271.89% 180 days 325 61.8% 6.12% 11.93% 28.11% 8.87% 15.00% -40.29% 166.16% 365 days 305 67.9% 13.00% 19.77% 36.31% 15.68% 23.86% -40.28% 191.22% ======================================================================================================================== BVSP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.58% Rounded target for matching: 11% Similar historical periods found: 201 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 201 60.2% 0.69% 0.51% 3.40% 0.04% 0.98% -11.65% 8.20% 14 days 201 55.7% 0.85% 0.99% 5.61% 0.21% 1.77% -16.64% 13.02% 30 days 201 52.7% 0.48% 0.99% 9.92% -0.39% 2.37% -38.40% 24.50% 90 days 200 50.5% 0.44% 1.54% 15.84% -0.67% 3.74% -37.86% 51.96% 180 days 200 63.0% 3.60% 7.98% 23.00% 4.77% 11.18% -46.27% 86.63% 365 days 195 68.2% 10.10% 17.22% 35.89% 12.15% 22.29% -47.85% 163.99% ======================================================================================================================== Chart 13: ^HSI (R² = 0.8433, Window = 378 days) | Price: 24.0K | Date: 2025-07-09 | Daily: -0.7% | MTD: -1.4% | QTD: -1.4% | YTD: +20.3%
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: 24.0K (21.6K,-10% - 26.6K,+11%) +30d (1m): 24.8K,+3.5% (22.3K,-7% - 27.6K,+15%) +60d (2m): 25.7K,+7.1% (23.1K,-4% - 28.5K,+19%) +90d (3m): 26.6K,+10.8% (23.9K,-0% - 29.5K,+23%) +180d (6m): 29.4K,+22.7% (26.4K,+10% - 32.7K,+37%) +365d (1y): 36.3K,+51.5% (32.6K,+36% - 40.5K,+69%) +EOY (175d): 29.3K,+22.0% (26.3K,+10% - 32.6K,+36%) End-of-year outlook: 📈 Bullish Trend (+22.0%) Confidence: 84.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈4%) 📅 Days until EOY 2025: 175 days | EOY Target: 29.3K (+22.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HSI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.52% Rounded target for matching: 3% Similar historical periods found: 579 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 579 55.1% 0.46% 0.34% 3.45% 0.06% 0.62% -24.26% 26.24% 14 days 579 56.6% 0.79% 0.76% 4.93% 0.36% 1.17% -24.48% 28.18% 30 days 579 64.9% 2.36% 2.13% 7.49% 1.52% 2.74% -43.04% 33.17% 90 days 577 67.2% 4.35% 4.23% 12.85% 3.18% 5.28% -34.61% 51.52% 180 days 573 67.0% 7.99% 6.47% 18.37% 4.96% 7.98% -48.31% 83.29% 365 days 563 67.5% 8.36% 13.30% 28.93% 10.90% 15.69% -50.19% 136.20% ======================================================================================================================== HSI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 4.07% Rounded target for matching: 4% Similar historical periods found: 262 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 262 51.5% 0.14% 0.04% 3.11% -0.34% 0.42% -12.59% 12.72% 14 days 262 56.1% 0.54% 0.23% 5.66% -0.45% 0.92% -38.83% 21.19% 30 days 262 65.6% 2.60% 1.96% 8.29% 0.96% 2.97% -32.27% 28.76% 90 days 262 66.8% 5.04% 4.79% 13.22% 3.18% 6.40% -28.56% 58.15% 180 days 262 68.3% 10.05% 7.97% 19.99% 5.54% 10.40% -42.74% 63.53% 365 days 257 58.4% 6.62% 12.48% 29.67% 8.84% 16.13% -42.03% 100.19% ======================================================================================================================== Chart 14: ^FTSE (R² = 0.8267, Window = 504 days) | Price: 8.9K | Date: 2025-07-09 | Daily: +0.0% | MTD: +1.1% | QTD: +1.1% | YTD: +8.3%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 8.9K (8.4K,-5% - 9.2K,+4%) +30d (1m): 8.9K,+0.4% (8.5K,-4% - 9.3K,+5%) +60d (2m): 9.0K,+1.4% (8.6K,-3% - 9.4K,+6%) +90d (3m): 9.1K,+2.5% (8.7K,-2% - 9.5K,+7%) +180d (6m): 9.4K,+5.7% (8.9K,+1% - 9.8K,+11%) +365d (1y): 10.0K,+12.7% (9.5K,+8% - 10.4K,+18%) +EOY (175d): 9.3K,+5.5% (8.9K,+1% - 9.8K,+10%) End-of-year outlook: 📈 Bullish Trend (+5.5%) Confidence: 82.7% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 46 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 175 days | EOY Target: 9.3K (+5.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTSE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.47% Rounded target for matching: 1% Similar historical periods found: 968 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 968 52.5% 0.13% -0.02% 2.64% -0.19% 0.15% -26.84% 8.72% 14 days 968 52.8% 0.19% -0.02% 3.40% -0.24% 0.19% -30.14% 10.62% 30 days 968 57.9% 0.86% 0.38% 4.73% 0.08% 0.68% -29.16% 15.22% 90 days 961 59.8% 1.87% 1.18% 8.15% 0.66% 1.70% -32.37% 24.82% 180 days 946 73.4% 4.75% 3.86% 10.91% 3.16% 4.55% -30.76% 43.03% 365 days 918 68.7% 7.63% 7.54% 17.01% 6.43% 8.64% -40.42% 62.79% ======================================================================================================================== FTSE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.12% Rounded target for matching: 1% Similar historical periods found: 542 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 542 57.0% 0.31% 0.23% 2.04% 0.06% 0.40% -7.13% 7.03% 14 days 542 56.1% 0.39% 0.28% 3.03% 0.02% 0.53% -15.13% 10.11% 30 days 542 58.7% 0.86% 0.53% 5.18% 0.09% 0.97% -32.10% 14.19% 90 days 538 64.3% 2.86% 2.02% 8.08% 1.34% 2.71% -28.99% 26.65% 180 days 525 67.6% 4.91% 4.63% 12.39% 3.56% 5.69% -38.99% 44.83% 365 days 507 67.5% 9.19% 8.55% 17.41% 7.03% 10.07% -41.05% 55.64% ======================================================================================================================== Chart 15: ^AEX (R² = 0.8205, Window = 750 days) | Price: 916.76 | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.2% | QTD: +0.2% | YTD: +4.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: 916.76 (877.17,-4% - 1.1K,+15%) +30d (1m): 972.79,+6.1% (889.10,-3% - 1.1K,+16%) +60d (2m): 986.05,+7.6% (901.18,-2% - 1.1K,+18%) +90d (3m): 999.49,+9.0% (913.43,-0% - 1.1K,+19%) +180d (6m): 1.0K,+13.5% (951.18,+4% - 1.1K,+24%) +365d (1y): 1.1K,+23.4% (1.0K,+13% - 1.2K,+35%) +EOY (175d): 1.0K,+13.3% (949.04,+4% - 1.1K,+24%) End-of-year outlook: 📈 Bullish Trend (+13.3%) Confidence: 82.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 35 periods in chart (90d ROC≈-1%) 📅 Days until EOY 2025: 175 days | EOY Target: 1.0K (+13.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.83% Rounded target for matching: -1% Similar historical periods found: 497 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 497 59.8% 0.56% 0.16% 2.79% -0.08% 0.41% -12.81% 8.75% 14 days 497 55.9% 0.57% 0.19% 4.12% -0.17% 0.55% -19.26% 10.00% 30 days 497 62.0% 1.10% 0.80% 5.67% 0.31% 1.30% -22.77% 14.50% 90 days 491 70.1% 4.42% 3.39% 10.52% 2.45% 4.32% -38.68% 28.85% 180 days 485 72.8% 7.56% 5.72% 15.82% 4.31% 7.13% -45.69% 50.73% 365 days 475 74.3% 14.49% 10.81% 22.81% 8.75% 12.86% -56.66% 73.25% ======================================================================================================================== AEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.56% Rounded target for matching: -1% Similar historical periods found: 243 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 243 54.7% 0.39% 0.10% 2.83% -0.26% 0.45% -7.44% 8.66% 14 days 243 51.9% 0.11% -0.02% 4.31% -0.57% 0.52% -16.48% 12.42% 30 days 243 54.7% 1.02% -0.27% 6.60% -1.10% 0.57% -20.75% 17.43% 90 days 243 65.4% 2.86% 1.64% 12.34% 0.08% 3.20% -45.59% 30.77% 180 days 239 68.6% 7.46% 4.42% 17.02% 2.25% 6.59% -54.39% 48.92% 365 days 230 67.0% 10.30% 5.90% 24.63% 2.70% 9.10% -61.36% 49.23% ======================================================================================================================== ====================================================================================================================================================== 🟢 TOP 1 INDICES INSTRUMENTS - UNDERVALUED OPPORTUNITIES ====================================================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 IMOEX.ME 10.8 0.8635 33.9 3.2K 12.1 504 +1.4 +0.7 -3.8 +3.7 📊 DISPLAYING 1 UNDERVALUED INDICES OPPORTUNITY CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: IMOEX.ME (Undervalued by 10.8%, Window = 504 days) | Price: 3.2K | Date: 2024-06-14 | Daily: +1.4% | MTD: +0.7% | QTD: -3.8% | YTD: +3.7%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 3.2K (3.2K,-2% - 4.1K,+28%) +30d (1m): 3.7K,+16.0% (3.3K,+2% - 4.3K,+32%) +60d (2m): 3.9K,+20.1% (3.4K,+5% - 4.4K,+37%) +90d (3m): 4.0K,+24.4% (3.5K,+9% - 4.6K,+42%) +180d (6m): 4.4K,+38.1% (3.9K,+21% - 5.1K,+58%) +365d (1y): 5.5K,+71.0% (4.8K,+50% - 6.3K,+96%) +EOY (175d): 4.4K,+37.3% (3.9K,+20% - 5.0K,+57%) End-of-year outlook: 📈 Bullish Trend (+37.3%) Confidence: 86.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 16 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 175 days | EOY Target: 4.4K (+37.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.32% Rounded target for matching: -7% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 47.9% -0.14% -0.61% 6.07% -2.38% 1.15% -31.38% 7.68% 14 days 48 54.2% 0.58% -1.04% 7.98% -3.36% 1.28% -28.83% 10.47% 30 days 48 52.1% 1.20% -0.65% 10.49% -3.70% 2.40% -39.28% 16.89% 90 days 48 60.4% 2.58% -3.08% 19.13% -8.63% 2.47% -41.03% 26.98% 180 days 48 70.8% 7.14% 3.01% 22.76% -3.60% 9.62% -48.49% 37.87% 365 days 48 75.0% 24.05% 15.99% 23.01% 9.31% 22.67% -31.76% 61.80% ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.32% Rounded target for matching: 0% Similar historical periods found: 83 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 83 65.1% 0.80% 0.49% 2.86% -0.13% 1.12% -12.98% 6.37% 14 days 83 56.6% 0.59% -0.13% 5.16% -1.26% 1.00% -17.84% 10.47% 30 days 83 61.4% 1.50% 0.73% 6.46% -0.68% 2.14% -15.48% 16.24% 90 days 81 84.0% 4.49% 4.72% 11.09% 2.27% 7.17% -40.89% 26.98% 180 days 76 86.8% 11.86% 11.56% 16.70% 7.75% 15.38% -47.75% 53.27% 365 days 76 92.1% 23.35% 23.28% 18.26% 19.11% 27.46% -26.48% 59.18% ======================================================================================================================== INDICES STATISTICS: ------------------------------------------------------------ Total indices instruments analyzed: 22 Average R-squared: 0.8004 Best R-squared: 0.943904 Average annual growth: 18.3% Valuation breakdown: 🟡 FAIR_VALUE: 16 (72.7%) - Hold/Monitor 🟢 UNDERVALUED: 1 (4.5%) - Buy Opportunities Optimal window distribution: 126 days (~6m): 2 instruments (9.1%) 378 days (~18m): 2 instruments (9.1%) 504 days (~24m): 3 instruments (13.6%) 750 days (~35m): 14 instruments (63.6%) 1008 days (~48m): 1 instruments (4.5%) 📊 INDICES TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 1 🔴 High-quality overvalued warnings: 0 📈 Top trend performers displayed: 15 💡 Consider buying undervalued indicess with strong trends ====================================================================================================================================================== 🔥 TOP 15 STOCK INSTRUMENTS - BEST TREND ANALYSIS ====================================================================================================================================================== Rank Symbol R² Win Growth% Price Val Dev% Daily% WTD% BTD% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 NFLX 0.9714 750 74.7 $1.3K 🟡FAIR 8.5 -0.0 -1.5 -4.2 -4.7 -4.7 +42.4 2 T 0.9697 504 53.6 $28.29 🟡FAIR -1.4 -0.0 -0.5 +0.6 -2.4 -2.4 +26.8 3 BRK-B 0.9633 750 24.6 $477.47 🟡FAIR -9.2 -0.0 -1.4 -1.7 -1.7 -1.7 +4.7 4 AVGO 0.9621 750 85.6 $271.80 🟡FAIR 3.5 +0.0 -1.2 -1.1 -0.9 -0.9 +15.7 5 GE 0.9606 750 82.8 $247.05 🟡FAIR -6.5 -0.0 -0.2 -3.5 -3.3 -3.3 +47.6 6 JPM 0.9598 750 39.9 $282.78 🟡FAIR 2.8 +0.0 -4.2 -2.2 -2.3 -2.3 +19.3 7 PM 0.9518 378 72.2 $177.72 🟡FAIR 0.2 -0.0 -0.9 -1.8 -2.7 -2.7 +48.9 8 PLTR 0.9372 378 360.2 $139.71 🟡FAIR -2.3 -0.0 +4.0 +1.4 +3.3 +3.3 +83.3 9 MA 0.9354 750 22.9 $562.44 🟡FAIR -2.4 -0.0 -1.4 +1.8 +0.6 +0.6 +6.6 10 IBM 0.9324 504 47.5 $290.42 🟡FAIR 5.3 -0.0 -0.7 -0.2 -1.4 -1.4 +32.7 11 TMUS 0.9305 504 45.6 $235.97 🟢UNDER -11.9 -0.0 -1.7 +0.6 -1.0 -1.0 +7.0 12 WMT 0.9304 504 50.7 $97.09 🟡FAIR -7.1 +0.0 -1.2 -0.1 -0.5 -0.5 +8.5 13 V 0.9284 750 22.9 $354.55 🟡FAIR 1.7 +0.0 -1.2 +1.5 +0.2 +0.2 +11.9 14 LLY 0.9236 1008 49.9 $777.66 🟢UNDER -25.5 +0.0 -0.4 -0.1 -0.2 -0.2 +0.0 15 ISRG 0.9207 750 43.1 $527.30 🟢UNDER -12.8 +0.0 -2.9 -1.3 -2.8 -2.8 +1.2 📊 DISPLAYING 15 STOCK TREND LEADER CHARTS (Window > 10 days): ------------------------------------------------------------------------------------------------------------------------ Chart 1: NFLX (R² = 0.9714, Window = 750 days) | Price: $1.3K | Date: 2025-07-09 | Daily: -0.0% | MTD: -4.7% | QTD: -4.7% | YTD: +42.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.3K ($999.48,-22% - $1.4K,+8%) +30d (1m): $1.3K,-1.5% ($1.1K,-16% - $1.5K,+16%) +60d (2m): $1.3K,+5.2% ($1.1K,-11% - $1.6K,+24%) +90d (3m): $1.4K,+12.5% ($1.2K,-4% - $1.7K,+32%) +180d (6m): $1.8K,+37.3% ($1.5K,+17% - $2.1K,+61%) +365d (1y): $2.6K,+106.8% ($2.2K,+76% - $3.1K,+143%) +EOY (175d): $1.7K,+35.8% ($1.5K,+15% - $2.0K,+60%) End-of-year outlook: 📈 Bullish Trend (+35.8%) Confidence: 97.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 11 periods in chart (90d ROC≈32%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.7K (+35.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.59% Rounded target for matching: 8% Similar historical periods found: 139 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 139 56.1% 0.80% 1.08% 7.26% -0.14% 2.30% -23.36% 21.84% 14 days 139 56.8% 1.44% 1.81% 10.96% -0.03% 3.65% -43.14% 34.21% 30 days 139 60.4% 3.49% 4.52% 16.63% 1.74% 7.31% -53.55% 37.43% 90 days 139 67.6% 12.84% 12.79% 34.05% 7.08% 18.50% -69.03% 184.62% 180 days 133 74.4% 32.00% 30.68% 53.72% 21.47% 39.90% -72.70% 271.25% 365 days 125 72.8% 61.27% 71.55% 110.79% 51.94% 91.17% -72.03% 545.09% ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 32.42% Rounded target for matching: 32% Similar historical periods found: 58 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 58 62.1% 1.81% 1.16% 5.23% -0.22% 2.53% -12.43% 10.06% 14 days 58 56.9% 0.88% 0.50% 8.30% -1.68% 2.68% -15.69% 18.92% 30 days 58 60.3% 3.71% 2.59% 11.47% -0.43% 5.60% -22.29% 29.93% 90 days 58 72.4% 11.50% 13.14% 34.27% 4.13% 22.15% -77.08% 106.67% 180 days 58 74.1% 36.49% 33.84% 60.38% 17.96% 49.72% -70.09% 176.30% 365 days 55 81.8% 80.79% 107.80% 128.00% 73.20% 142.41% -75.59% 377.47% ======================================================================================================================== Chart 2: T (R² = 0.9697, Window = 504 days) | Price: $28.29 | Date: 2025-07-09 | Daily: -0.0% | MTD: -2.4% | QTD: -2.4% | YTD: +26.8%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $28.29 ($26.33,-7% - $31.29,+11%) +30d (1m): $30.21,+6.8% ($27.71,-2% - $32.93,+16%) +60d (2m): $31.79,+12.4% ($29.16,+3% - $34.66,+23%) +90d (3m): $33.46,+18.3% ($30.68,+8% - $36.48,+29%) +180d (6m): $39.00,+37.9% ($35.76,+26% - $42.54,+50%) +365d (1y): $53.45,+88.9% ($48.97,+73% - $58.34,+106%) +EOY (175d): $38.67,+36.7% ($35.46,+25% - $42.18,+49%) End-of-year outlook: 📈 Bullish Trend (+36.7%) Confidence: 97.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 175 days | EOY Target: $38.67 (+36.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.17% Rounded target for matching: 3% Similar historical periods found: 639 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 639 55.4% 0.51% 0.43% 3.48% 0.16% 0.70% -18.13% 13.39% 14 days 639 62.8% 1.51% 1.18% 4.77% 0.81% 1.55% -16.42% 17.55% 30 days 639 64.2% 2.07% 1.86% 6.82% 1.33% 2.39% -26.70% 27.62% 90 days 636 67.3% 5.98% 5.21% 12.26% 4.26% 6.17% -41.80% 33.24% 180 days 624 73.9% 10.68% 11.94% 18.43% 10.49% 13.39% -39.46% 51.37% 365 days 609 81.4% 19.32% 22.62% 27.85% 20.40% 24.84% -40.09% 107.56% ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.28% Rounded target for matching: 6% Similar historical periods found: 373 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 373 50.7% 0.03% 0.20% 3.59% -0.16% 0.57% -12.69% 14.33% 14 days 373 52.0% 0.25% 0.36% 4.99% -0.15% 0.87% -15.40% 19.67% 30 days 373 52.0% 0.32% -0.05% 7.60% -0.82% 0.73% -27.03% 21.59% 90 days 373 61.7% 3.19% 3.80% 12.36% 2.54% 5.06% -27.81% 35.36% 180 days 371 66.6% 6.14% 8.53% 18.67% 6.63% 10.44% -32.84% 50.81% 365 days 364 73.1% 13.70% 16.78% 31.28% 13.56% 20.00% -53.53% 100.94% ======================================================================================================================== Chart 3: BRK-B (R² = 0.9633, Window = 750 days) | Price: $477.47 | Date: 2025-07-09 | Daily: -0.0% | MTD: -1.7% | QTD: -1.7% | YTD: +4.7%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $477.47 ($489.21,+2% - $565.55,+18%) +30d (1m): $539.93,+13.1% ($502.16,+5% - $580.55,+22%) +60d (2m): $554.24,+16.1% ($515.45,+8% - $595.95,+25%) +90d (3m): $568.93,+19.2% ($529.10,+11% - $611.76,+28%) +180d (6m): $615.36,+28.9% ($572.23,+20% - $661.75,+39%) +365d (1y): $723.06,+51.4% ($672.21,+41% - $777.76,+63%) +EOY (175d): $612.69,+28.3% ($569.74,+19% - $658.87,+38%) End-of-year outlook: 📈 Bullish Trend (+28.3%) Confidence: 96.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-5%) 📅 Days until EOY 2025: 175 days | EOY Target: $612.69 (+28.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -5.16% Rounded target for matching: -5% Similar historical periods found: 213 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 213 54.0% 0.30% -0.23% 3.74% -0.74% 0.27% -11.88% 14.02% 14 days 213 54.5% 0.18% 0.05% 5.54% -0.69% 0.80% -21.86% 15.96% 30 days 213 57.3% 1.12% 1.06% 7.34% 0.07% 2.06% -17.29% 25.89% 90 days 213 61.5% 3.17% 1.67% 11.34% 0.14% 3.21% -32.38% 25.01% 180 days 211 71.6% 5.45% 5.11% 16.41% 2.89% 7.34% -44.20% 55.80% 365 days 211 79.1% 11.56% 15.36% 20.08% 12.64% 18.09% -35.57% 67.79% ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.96% Rounded target for matching: -5% Similar historical periods found: 168 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 168 53.0% 0.18% 0.14% 2.94% -0.31% 0.58% -13.84% 8.88% 14 days 168 51.8% 0.17% 0.14% 3.42% -0.38% 0.66% -11.64% 9.39% 30 days 168 51.8% 0.19% 0.30% 5.83% -0.58% 1.19% -17.60% 25.00% 90 days 168 61.3% 3.77% 4.08% 13.51% 2.02% 6.14% -21.81% 56.09% 180 days 168 61.3% 3.69% 4.66% 19.51% 1.69% 7.63% -40.43% 75.13% 365 days 168 76.8% 7.58% 13.91% 21.28% 10.66% 17.15% -25.04% 94.01% ======================================================================================================================== Chart 4: AVGO (R² = 0.9621, Window = 750 days) | Price: $271.80 | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.9% | QTD: -0.9% | YTD: +15.7%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $271.80 ($213.44,-21% - $323.28,+19%) +30d (1m): $282.74,+4.0% ($229.72,-15% - $347.99,+28%) +60d (2m): $304.33,+12.0% ($247.25,-9% - $374.60,+38%) +90d (3m): $327.57,+20.5% ($266.11,-2% - $403.24,+48%) +180d (6m): $408.50,+50.3% ($331.76,+22% - $503.00,+85%) +365d (1y): $643.13,+136.6% ($521.95,+92% - $792.45,+192%) +EOY (175d): $403.52,+48.5% ($327.72,+21% - $496.86,+83%) End-of-year outlook: 📈 Bullish Trend (+48.5%) Confidence: 96.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 17 periods in chart (90d ROC≈38%) 📅 Days until EOY 2025: 175 days | EOY Target: $403.52 (+48.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 19.11% Rounded target for matching: 19% Similar historical periods found: 71 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 71 50.7% 0.60% -0.25% 4.42% -1.30% 0.80% -10.99% 9.66% 14 days 71 59.2% 1.13% 0.54% 6.00% -0.88% 1.96% -20.39% 15.86% 30 days 71 56.3% 2.34% 1.83% 9.09% -0.32% 3.98% -21.49% 19.64% 90 days 71 84.5% 13.73% 14.30% 13.04% 11.21% 17.39% -12.68% 38.28% 180 days 70 87.1% 30.97% 31.83% 27.02% 25.39% 38.27% -27.13% 80.01% 365 days 65 96.9% 65.04% 77.10% 62.19% 61.69% 92.51% -29.38% 208.33% ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 38.15% Rounded target for matching: 38% Similar historical periods found: 41 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 41 56.1% 0.78% 1.30% 5.17% -0.33% 2.93% -14.11% 16.34% 14 days 41 63.4% 1.20% 1.67% 6.33% -0.33% 3.66% -23.90% 12.41% 30 days 41 65.9% 4.72% 4.45% 9.46% 1.46% 7.43% -28.06% 20.15% 90 days 41 90.2% 22.59% 21.91% 16.27% 16.78% 27.05% -20.66% 49.55% 180 days 40 95.0% 46.88% 42.44% 21.52% 35.56% 49.32% -13.78% 89.50% 365 days 37 100.0% 83.95% 89.22% 50.67% 72.32% 106.11% 16.01% 177.51% ======================================================================================================================== Chart 5: GE (R² = 0.9606, Window = 750 days) | Price: $247.05 | Date: 2025-07-09 | Daily: -0.0% | MTD: -3.3% | QTD: -3.3% | YTD: +47.6%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $247.05 ($214.83,-13% - $324.70,+31%) +30d (1m): $283.78,+14.9% ($230.81,-7% - $348.90,+41%) +60d (2m): $304.91,+23.4% ($247.98,+0% - $374.91,+52%) +90d (3m): $327.61,+32.6% ($266.42,+8% - $402.86,+63%) +180d (6m): $406.38,+64.5% ($330.39,+34% - $499.85,+102%) +365d (1y): $632.82,+156.2% ($514.13,+108% - $778.91,+215%) +EOY (175d): $401.55,+62.5% ($326.47,+32% - $493.90,+100%) End-of-year outlook: 📈 Bullish Trend (+62.5%) Confidence: 96.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 7 periods in chart (90d ROC≈23%) 📅 Days until EOY 2025: 175 days | EOY Target: $401.55 (+62.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.28% Rounded target for matching: 6% Similar historical periods found: 654 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 654 53.2% 0.24% 0.39% 3.45% 0.13% 0.66% -14.24% 14.88% 14 days 654 52.6% 0.26% 0.50% 5.08% 0.11% 0.89% -20.65% 19.53% 30 days 654 55.4% 1.06% 1.25% 8.08% 0.63% 1.87% -39.15% 55.51% 90 days 654 65.7% 4.44% 4.83% 15.12% 3.67% 5.99% -42.66% 87.52% 180 days 652 70.9% 9.73% 12.15% 23.31% 10.36% 13.95% -52.28% 101.08% 365 days 648 79.2% 16.88% 25.37% 39.83% 22.29% 28.44% -81.51% 227.02% ======================================================================================================================== GE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 23.06% Rounded target for matching: 23% Similar historical periods found: 123 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 123 52.8% 0.37% 0.40% 4.47% -0.40% 1.19% -14.07% 10.66% 14 days 123 52.0% 0.41% 0.43% 7.50% -0.91% 1.77% -35.28% 16.53% 30 days 123 52.0% 0.44% 0.45% 9.15% -1.18% 2.08% -33.27% 27.54% 90 days 122 61.5% 5.47% 3.78% 15.25% 1.05% 6.52% -40.49% 47.94% 180 days 122 69.7% 12.06% 11.37% 22.06% 7.42% 15.33% -44.27% 74.40% 365 days 118 75.4% 21.99% 26.96% 34.23% 20.72% 33.20% -39.47% 106.40% ======================================================================================================================== Chart 6: JPM (R² = 0.9598, Window = 750 days) | Price: $282.78 | Date: 2025-07-09 | Daily: +0.0% | MTD: -2.3% | QTD: -2.3% | YTD: +19.3%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $282.78 ($244.88,-13% - $308.98,+9%) +30d (1m): $286.28,+1.2% ($254.85,-10% - $321.59,+14%) +60d (2m): $297.96,+5.4% ($265.24,-6% - $334.72,+18%) +90d (3m): $310.11,+9.7% ($276.04,-2% - $348.38,+23%) +180d (6m): $349.61,+23.6% ($311.15,+10% - $392.82,+39%) +365d (1y): $447.33,+58.2% ($397.96,+41% - $502.81,+78%) +EOY (175d): $347.29,+22.8% ($309.09,+9% - $390.21,+38%) End-of-year outlook: 📈 Bullish Trend (+22.8%) Confidence: 96.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 19 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 175 days | EOY Target: $347.29 (+22.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 8.99% Rounded target for matching: 9% Similar historical periods found: 362 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 362 53.9% 0.47% 0.58% 5.06% 0.05% 1.10% -14.00% 23.35% 14 days 362 55.0% 0.72% 1.17% 6.85% 0.47% 1.88% -20.13% 23.53% 30 days 362 56.4% 1.74% 1.81% 10.12% 0.77% 2.86% -38.84% 40.00% 90 days 360 59.2% 2.64% 3.88% 15.51% 2.27% 5.48% -49.88% 57.48% 180 days 351 66.1% 10.88% 11.37% 24.65% 8.78% 13.95% -44.78% 78.36% 365 days 341 69.8% 17.27% 21.80% 36.43% 17.92% 25.68% -68.73% 106.32% ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.36% Rounded target for matching: 10% Similar historical periods found: 265 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 265 47.5% 0.00% -0.07% 4.17% -0.57% 0.44% -20.85% 13.80% 14 days 265 50.9% 0.20% 0.17% 6.06% -0.56% 0.90% -18.59% 23.01% 30 days 265 51.7% 0.36% 0.32% 9.01% -0.77% 1.41% -39.18% 31.41% 90 days 261 62.8% 4.85% 4.84% 16.25% 2.86% 6.82% -40.42% 55.82% 180 days 261 62.5% 8.34% 9.00% 24.01% 6.07% 11.92% -47.31% 71.15% 365 days 257 61.5% 11.21% 16.55% 39.32% 11.72% 21.38% -61.75% 110.46% ======================================================================================================================== Chart 7: PM (R² = 0.9518, Window = 378 days) | Price: $177.72 | Date: 2025-07-09 | Daily: -0.0% | MTD: -2.7% | QTD: -2.7% | YTD: +48.9%
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $177.72 ($159.76,-10% - $196.97,+11%) +30d (1m): $189.25,+6.5% ($170.42,-4% - $210.16,+18%) +60d (2m): $201.90,+13.6% ($181.78,+2% - $224.25,+26%) +90d (3m): $215.40,+21.2% ($193.90,+9% - $239.28,+35%) +180d (6m): $261.55,+47.2% ($235.29,+32% - $290.75,+64%) +365d (1y): $389.82,+119.3% ($350.00,+97% - $434.17,+144%) +EOY (175d): $258.74,+45.6% ($232.77,+31% - $287.62,+62%) End-of-year outlook: 📈 Bullish Trend (+45.6%) Confidence: 95.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 11 periods in chart (90d ROC≈17%) 📅 Days until EOY 2025: 175 days | EOY Target: $258.74 (+45.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.49% Rounded target for matching: 0% Similar historical periods found: 251 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 251 55.0% 0.31% 0.23% 3.79% -0.24% 0.70% -21.60% 11.76% 14 days 251 53.8% 0.36% 0.74% 5.22% 0.09% 1.39% -27.05% 17.21% 30 days 251 56.6% 0.71% 1.18% 6.60% 0.36% 2.00% -27.84% 18.31% 90 days 249 55.4% 0.53% 2.73% 11.68% 1.27% 4.19% -21.63% 43.19% 180 days 247 71.7% 6.14% 8.95% 16.80% 6.84% 11.05% -32.82% 56.46% 365 days 237 76.8% 12.30% 19.59% 28.70% 15.92% 23.26% -40.20% 106.59% ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 17.28% Rounded target for matching: 17% Similar historical periods found: 80 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 80 52.5% 0.23% 0.10% 3.26% -0.63% 0.83% -8.40% 8.56% 14 days 80 60.0% 1.33% 0.83% 5.20% -0.33% 1.98% -19.40% 13.03% 30 days 80 65.0% 1.89% 1.97% 7.41% 0.33% 3.62% -30.18% 17.87% 90 days 76 67.1% 3.07% 5.52% 10.52% 3.12% 7.93% -19.17% 31.51% 180 days 74 58.1% 5.76% 7.63% 16.03% 3.92% 11.35% -16.91% 55.74% 365 days 69 87.0% 18.80% 19.31% 18.03% 14.98% 23.64% -24.94% 57.26% ======================================================================================================================== Chart 8: PLTR (R² = 0.9372, Window = 378 days) | Price: $139.71 | Date: 2025-07-09 | Daily: -0.0% | MTD: +3.3% | QTD: +3.3% | YTD: +83.3%
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $139.71 ($101.99,-27% - $200.62,+44%) +30d (1m): $171.55,+22.8% ($122.26,-12% - $240.71,+72%) +60d (2m): $205.74,+47.3% ($146.55,+5% - $288.83,+107%) +90d (3m): $246.74,+76.6% ($175.65,+26% - $346.60,+148%) +180d (6m): $425.61,+204.6% ($302.34,+116% - $599.14,+329%) +365d (1y): $1.3K,+834.3% ($921.49,+560% - $1.8K,+1223%) +EOY (175d): $412.91,+195.6% ($293.36,+110% - $581.19,+316%) End-of-year outlook: 📈 Bullish Trend (+195.6%) Confidence: 93.7% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 175 days | EOY Target: $412.91 (+195.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PLTR - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 13.30% Rounded target for matching: 13% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 76.9% 17.69% 18.99% 17.14% 8.64% 29.35% -3.74% 44.95% 14 days 13 84.6% 11.99% 21.91% 23.45% 7.74% 36.09% -8.51% 63.25% 30 days 13 76.9% 22.94% 28.45% 33.13% 8.43% 48.47% -23.64% 83.04% 90 days 12 83.3% 57.31% 63.93% 52.93% 30.30% 97.56% -27.99% 136.60% 180 days 9 77.8% 73.66% 107.73% 123.26% 12.98% 202.47% -69.86% 309.63% 365 days 7 85.7% 371.22% 289.13% 202.95% 101.43% 476.82% -65.79% 558.91% ======================================================================================================================== Chart 9: MA (R² = 0.9354, Window = 750 days) | Price: $562.44 | Date: 2025-07-09 | Daily: -0.0% | MTD: +0.6% | QTD: +0.6% | YTD: +6.6%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $562.44 ($526.03,-6% - $631.91,+12%) +30d (1m): $590.89,+5.1% ($539.10,-4% - $647.65,+15%) +60d (2m): $605.58,+7.7% ($552.49,-2% - $663.78,+18%) +90d (3m): $620.65,+10.3% ($566.21,+1% - $680.31,+21%) +180d (6m): $668.12,+18.8% ($609.45,+8% - $732.44,+30%) +365d (1y): $777.42,+38.2% ($708.93,+26% - $852.53,+52%) +EOY (175d): $665.39,+18.3% ($606.96,+8% - $729.44,+30%) End-of-year outlook: 📈 Bullish Trend (+18.3%) Confidence: 93.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 18 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 175 days | EOY Target: $665.39 (+18.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== MA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.20% Rounded target for matching: 0% Similar historical periods found: 193 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 193 63.2% 1.14% 0.81% 4.41% 0.18% 1.43% -21.25% 13.37% 14 days 193 65.8% 2.20% 1.47% 5.73% 0.66% 2.29% -30.79% 15.26% 30 days 193 69.9% 3.76% 3.68% 7.90% 2.56% 4.80% -34.29% 26.94% 90 days 193 80.8% 11.72% 10.97% 16.46% 8.63% 13.30% -53.39% 112.24% 180 days 188 84.0% 19.29% 20.42% 22.72% 17.15% 23.69% -49.60% 139.69% 365 days 180 92.8% 42.20% 44.23% 40.18% 38.32% 50.14% -18.04% 376.90% ======================================================================================================================== MA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.26% Rounded target for matching: 0% Similar historical periods found: 89 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 89 67.4% 1.16% 1.15% 4.80% 0.14% 2.16% -12.53% 16.03% 14 days 89 68.5% 2.96% 2.27% 5.52% 1.11% 3.43% -17.29% 13.41% 30 days 89 67.4% 4.36% 2.90% 9.17% 0.97% 4.83% -34.23% 25.21% 90 days 87 77.0% 8.28% 6.96% 11.93% 4.42% 9.50% -37.16% 36.22% 180 days 87 87.4% 14.37% 15.33% 15.13% 12.10% 18.56% -28.89% 56.23% 365 days 84 94.0% 29.87% 34.45% 26.23% 28.76% 40.14% -14.51% 100.19% ======================================================================================================================== Chart 10: IBM (R² = 0.9324, Window = 504 days) | Price: $290.42 | Date: 2025-07-09 | Daily: -0.0% | MTD: -1.4% | QTD: -1.4% | YTD: +32.7%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $290.42 ($244.79,-16% - $310.66,+7%) +30d (1m): $288.82,-0.6% ($256.36,-12% - $325.39,+12%) +60d (2m): $302.49,+4.2% ($268.47,-8% - $340.83,+17%) +90d (3m): $316.81,+9.1% ($281.15,-3% - $357.01,+23%) +180d (6m): $363.98,+25.3% ($322.88,+11% - $410.31,+41%) +365d (1y): $484.12,+66.7% ($429.00,+48% - $546.33,+88%) +EOY (175d): $361.18,+24.4% ($320.40,+10% - $407.15,+40%) End-of-year outlook: 📈 Bullish Trend (+24.4%) Confidence: 93.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 28 periods in chart (90d ROC≈15%) 📅 Days until EOY 2025: 175 days | EOY Target: $361.18 (+24.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 12.29% Rounded target for matching: 12% Similar historical periods found: 304 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 304 52.6% 0.17% 0.27% 3.85% -0.17% 0.70% -13.97% 15.13% 14 days 304 53.9% 0.44% 0.53% 5.92% -0.13% 1.20% -31.39% 15.70% 30 days 304 55.6% 1.66% 1.58% 8.28% 0.65% 2.51% -29.03% 26.33% 90 days 302 65.9% 4.74% 5.21% 14.43% 3.58% 6.84% -35.94% 48.37% 180 days 299 65.2% 9.78% 11.19% 24.61% 8.39% 13.99% -46.49% 96.17% 365 days 290 73.4% 14.29% 22.43% 35.13% 18.37% 26.49% -49.91% 129.54% ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 15.45% Rounded target for matching: 15% Similar historical periods found: 307 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 307 51.8% 0.18% 0.10% 3.80% -0.33% 0.52% -13.03% 16.08% 14 days 307 52.1% 0.51% -0.10% 4.86% -0.65% 0.44% -12.70% 16.89% 30 days 307 55.4% 1.01% 0.80% 7.58% -0.05% 1.65% -25.40% 29.27% 90 days 307 57.3% 3.31% 3.81% 14.23% 2.21% 5.41% -33.91% 37.91% 180 days 303 66.3% 6.96% 9.67% 22.06% 7.18% 12.17% -51.27% 92.70% 365 days 300 74.3% 20.35% 25.62% 36.08% 21.52% 29.72% -49.26% 121.38% ======================================================================================================================== Chart 11: TMUS (R² = 0.9305, Window = 504 days) | Price: $235.97 | Date: 2025-07-09 | Daily: -0.0% | MTD: -1.0% | QTD: -1.0% | YTD: +7.0%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $235.97 ($238.38,+1% - $301.21,+28%) +30d (1m): $280.22,+18.8% ($249.27,+6% - $315.01,+33%) +60d (2m): $293.04,+24.2% ($260.65,+10% - $329.46,+40%) +90d (3m): $306.45,+29.9% ($272.55,+16% - $344.57,+46%) +180d (6m): $350.47,+48.5% ($311.58,+32% - $394.21,+67%) +365d (1y): $461.81,+95.7% ($410.14,+74% - $519.99,+120%) +EOY (175d): $347.86,+47.4% ($309.27,+31% - $391.27,+66%) End-of-year outlook: 📈 Bullish Trend (+47.4%) Confidence: 93.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $347.86 (+47.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.49% Rounded target for matching: -2% Similar historical periods found: 167 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 167 58.1% 0.78% 0.96% 4.70% 0.24% 1.67% -17.73% 19.52% 14 days 167 58.7% 1.73% 1.92% 8.65% 0.59% 3.24% -22.22% 43.04% 30 days 167 59.9% 2.01% 2.95% 12.39% 1.06% 4.84% -40.98% 56.80% 90 days 163 70.6% 8.43% 9.09% 19.59% 6.06% 12.12% -51.86% 69.02% 180 days 162 74.7% 17.39% 18.38% 28.73% 13.92% 22.84% -67.08% 95.55% 365 days 153 90.2% 32.07% 37.47% 41.80% 30.79% 44.14% -66.71% 215.43% ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.05% Rounded target for matching: -10% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 54.1% 0.21% 0.30% 4.80% -1.30% 1.90% -9.41% 16.10% 14 days 37 56.8% 1.59% 1.54% 7.39% -0.92% 4.00% -12.57% 23.37% 30 days 37 64.9% 3.41% 0.42% 10.68% -3.14% 3.98% -25.79% 24.63% 90 days 37 59.5% 12.76% 5.53% 19.33% -0.91% 11.97% -52.75% 50.22% 180 days 37 81.1% 19.23% 12.45% 26.17% 3.72% 21.17% -55.49% 56.86% 365 days 37 78.4% 41.92% 29.31% 47.17% 13.58% 45.04% -68.38% 126.92% ======================================================================================================================== Chart 12: WMT (R² = 0.9304, Window = 504 days) | Price: $97.09 | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.5% | QTD: -0.5% | YTD: +8.5%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $97.09 ($91.99,-5% - $118.74,+22%) +30d (1m): $109.74,+13.0% ($96.58,-1% - $124.69,+28%) +60d (2m): $115.22,+18.7% ($101.40,+4% - $130.93,+35%) +90d (3m): $120.98,+24.6% ($106.45,+10% - $137.50,+42%) +180d (6m): $140.05,+44.2% ($123.18,+27% - $159.23,+64%) +365d (1y): $189.21,+94.9% ($166.23,+71% - $215.37,+122%) +EOY (175d): $138.92,+43.1% ($122.19,+26% - $157.94,+63%) End-of-year outlook: 📈 Bullish Trend (+43.1%) Confidence: 93.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 24 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 175 days | EOY Target: $138.92 (+43.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.78% Rounded target for matching: 1% Similar historical periods found: 659 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 659 52.5% 0.28% 0.33% 4.39% -0.00% 0.67% -24.84% 22.01% 14 days 659 53.6% 0.38% 0.65% 5.97% 0.19% 1.11% -22.16% 28.42% 30 days 659 61.8% 1.97% 2.20% 8.69% 1.53% 2.86% -33.67% 39.44% 90 days 658 64.4% 4.20% 6.07% 15.54% 4.88% 7.26% -54.00% 99.51% 180 days 657 73.1% 9.17% 13.56% 23.58% 11.75% 15.36% -43.84% 150.60% 365 days 647 75.9% 16.44% 34.14% 51.82% 30.14% 38.14% -52.55% 340.98% ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.83% Rounded target for matching: 1% Similar historical periods found: 352 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 352 51.7% 0.18% 0.38% 3.82% -0.02% 0.78% -11.83% 18.87% 14 days 352 55.1% 0.81% 0.96% 5.28% 0.41% 1.52% -15.26% 16.04% 30 days 352 57.4% 1.12% 2.06% 7.77% 1.25% 2.88% -33.13% 31.83% 90 days 342 62.9% 4.21% 5.25% 13.05% 3.87% 6.64% -39.96% 58.98% 180 days 342 73.4% 6.73% 12.69% 23.19% 10.22% 15.15% -42.68% 150.31% 365 days 339 74.0% 12.27% 26.88% 41.15% 22.48% 31.27% -23.61% 267.87% ======================================================================================================================== Chart 13: V (R² = 0.9284, Window = 750 days) | Price: $354.55 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.2% | QTD: +0.2% | YTD: +11.9%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $354.55 ($316.42,-11% - $383.99,+8%) +30d (1m): $357.23,+0.8% ($324.27,-9% - $393.54,+11%) +60d (2m): $366.10,+3.3% ($332.31,-6% - $403.33,+14%) +90d (3m): $375.20,+5.8% ($340.56,-4% - $413.36,+17%) +180d (6m): $403.86,+13.9% ($366.52,+3% - $444.99,+26%) +365d (1y): $469.83,+32.5% ($426.26,+20% - $517.85,+46%) +EOY (175d): $402.21,+13.4% ($365.03,+3% - $443.18,+25%) End-of-year outlook: 📈 Bullish Trend (+13.4%) Confidence: 92.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 22 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 175 days | EOY Target: $402.21 (+13.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== V - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.29% Rounded target for matching: 0% Similar historical periods found: 219 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 219 61.2% 1.02% 0.97% 3.84% 0.46% 1.48% -11.76% 17.60% 14 days 219 60.3% 1.58% 1.24% 5.65% 0.49% 2.00% -28.35% 17.81% 30 days 219 61.2% 2.30% 2.72% 7.71% 1.69% 3.75% -25.25% 23.48% 90 days 217 79.7% 8.21% 8.27% 12.17% 6.64% 9.90% -42.85% 29.54% 180 days 212 85.4% 16.34% 16.47% 15.68% 14.35% 18.59% -36.57% 57.29% 365 days 194 89.2% 37.17% 34.31% 23.41% 30.99% 37.62% -11.05% 94.84% ======================================================================================================================== V - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.17% Rounded target for matching: 0% Similar historical periods found: 127 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 127 65.4% 1.11% 0.91% 4.36% 0.14% 1.67% -10.48% 17.83% 14 days 127 63.8% 1.80% 0.97% 6.52% -0.17% 2.12% -15.45% 20.56% 30 days 127 65.4% 2.92% 2.59% 7.51% 1.27% 3.91% -18.42% 23.49% 90 days 127 74.0% 6.05% 6.47% 11.01% 4.53% 8.40% -24.00% 33.51% 180 days 127 84.3% 19.58% 17.81% 17.45% 14.74% 20.87% -17.79% 57.88% 365 days 116 91.4% 32.56% 36.57% 26.79% 31.64% 41.50% -6.74% 102.19% ======================================================================================================================== Chart 14: LLY (R² = 0.9236, Window = 1008 days) | Price: $777.66 | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.2% | QTD: -0.2% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: $777.66 ($801.75,+3% - $1.4K,+75%) +30d (1m): $1.1K,+40.9% ($841.28,+8% - $1.4K,+84%) +60d (2m): $1.1K,+47.9% ($882.75,+14% - $1.5K,+93%) +90d (3m): $1.2K,+55.2% ($926.27,+19% - $1.6K,+102%) +180d (6m): $1.4K,+79.3% ($1.1K,+38% - $1.8K,+134%) +365d (1y): $1.9K,+141.3% ($1.4K,+85% - $2.4K,+215%) +EOY (175d): $1.4K,+77.9% ($1.1K,+37% - $1.8K,+132%) End-of-year outlook: 📈 Bullish Trend (+77.9%) Confidence: 92.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈-14%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.4K (+77.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 8.96% Rounded target for matching: 9% Similar historical periods found: 398 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 398 51.3% 0.22% 0.14% 4.22% -0.28% 0.55% -18.29% 15.13% 14 days 398 52.0% 0.30% 0.52% 5.80% -0.06% 1.09% -16.73% 20.41% 30 days 398 53.3% 0.62% 1.34% 8.57% 0.49% 2.18% -32.76% 25.78% 90 days 397 62.0% 4.94% 5.27% 13.81% 3.90% 6.63% -38.46% 42.01% 180 days 395 69.4% 8.97% 11.77% 20.70% 9.72% 13.81% -33.21% 72.56% 365 days 390 74.1% 22.26% 28.75% 39.54% 24.81% 32.68% -43.90% 149.86% ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -13.91% Rounded target for matching: -14% Similar historical periods found: 114 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 114 57.0% 0.64% 0.67% 4.38% -0.14% 1.48% -8.81% 12.31% 14 days 114 54.4% 0.60% 0.48% 6.55% -0.73% 1.70% -24.58% 14.82% 30 days 114 57.0% 2.49% 1.82% 9.31% 0.09% 3.54% -22.71% 18.07% 90 days 114 58.8% 2.91% 4.73% 14.63% 2.02% 7.45% -18.55% 71.37% 180 days 111 63.1% 10.14% 12.50% 22.68% 8.23% 16.77% -33.04% 92.24% 365 days 111 66.7% 13.43% 19.77% 37.21% 12.77% 26.77% -30.23% 146.22% ======================================================================================================================== Chart 15: ISRG (R² = 0.9207, Window = 750 days) | Price: $527.30 | Date: 2025-07-09 | Daily: +0.0% | MTD: -2.8% | QTD: -2.8% | YTD: +1.2%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $527.30 ($506.44,-4% - $722.85,+37%) +30d (1m): $631.41,+19.7% ($528.48,+0% - $754.39,+43%) +60d (2m): $658.93,+25.0% ($551.48,+5% - $787.32,+49%) +90d (3m): $687.65,+30.4% ($575.47,+9% - $821.69,+56%) +180d (6m): $781.52,+48.2% ($653.88,+24% - $934.08,+77%) +365d (1y): $1.0K,+92.8% ($850.12,+61% - $1.2K,+131%) +EOY (175d): $775.99,+47.2% ($649.26,+23% - $927.45,+76%) End-of-year outlook: 📈 Bullish Trend (+47.2%) Confidence: 92.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 175 days | EOY Target: $775.99 (+47.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.27% Rounded target for matching: -2% Similar historical periods found: 190 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 190 57.4% 1.20% 1.14% 6.93% 0.15% 2.13% -20.29% 30.32% 14 days 190 50.5% 0.56% 1.15% 8.95% -0.13% 2.43% -18.09% 46.56% 30 days 190 58.9% 1.86% 2.11% 14.98% -0.04% 4.25% -51.25% 60.86% 90 days 190 62.6% 3.76% 8.14% 26.06% 4.41% 11.87% -47.52% 130.73% 180 days 188 70.2% 11.17% 18.22% 43.97% 11.90% 24.55% -65.19% 193.86% 365 days 185 73.0% 33.21% 45.26% 76.69% 34.14% 56.38% -51.14% 337.46% ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.47% Rounded target for matching: -6% Similar historical periods found: 111 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 111 61.3% 0.73% 0.73% 6.22% -0.44% 1.90% -29.98% 22.81% 14 days 111 60.4% 1.40% 1.42% 10.01% -0.47% 3.30% -32.51% 38.70% 30 days 111 58.6% 2.25% 3.07% 17.32% -0.19% 6.32% -38.07% 101.82% 90 days 106 64.2% 8.11% 5.19% 29.48% -0.49% 10.86% -65.45% 101.70% 180 days 106 68.9% 10.49% 16.92% 48.09% 7.66% 26.18% -68.02% 193.44% 365 days 106 80.2% 36.16% 55.57% 85.34% 39.13% 72.00% -31.08% 482.30% ======================================================================================================================== ====================================================================================================================================================== 🟢 TOP 9 STOCK INSTRUMENTS - UNDERVALUED OPPORTUNITIES ====================================================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Win Daily% MTD% QTD% YTD% ------------------------------------------------------------------------------------------------------------------------------------------------------ 1 LLY 25.5 0.9236 49.9 $777.66 34.3 1008 +0.0 -0.2 -0.2 +0.0 2 NVDA 24.3 0.9165 148.1 $160.00 32.1 750 +0.0 +2.4 +2.4 +17.7 3 CRM 18.4 0.7450 29.5 $273.65 22.5 750 +0.0 +0.6 +0.6 -18.4 4 META 15.4 0.8983 86.9 $720.67 18.2 750 +0.0 -2.2 -2.2 +22.4 5 ISRG 12.8 0.9207 43.1 $527.30 14.7 750 +0.0 -2.8 -2.8 +1.2 6 TMUS 11.9 0.9305 45.6 $235.97 13.6 504 -0.0 -1.0 -1.0 +7.0 7 AAPL 11.2 0.7267 18.3 $210.01 12.6 750 +0.0 +1.6 +1.6 -15.4 8 GOOG 11.2 0.8079 27.6 $175.16 12.6 750 -0.0 -0.9 -0.9 -8.3 9 GOOGL 10.7 0.8066 27.4 $174.36 12.0 750 -0.0 -0.8 -0.8 -8.3 📊 DISPLAYING 9 UNDERVALUED STOCK OPPORTUNITY CHARTS: ------------------------------------------------------------------------------------------------------------------------ Chart 1: LLY (Undervalued by 25.5%, Window = 1008 days) | Price: $777.66 | Date: 2025-07-09 | Daily: +0.0% | MTD: -0.2% | QTD: -0.2% | YTD: +0.0%
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: $777.66 ($801.75,+3% - $1.4K,+75%) +30d (1m): $1.1K,+40.9% ($841.28,+8% - $1.4K,+84%) +60d (2m): $1.1K,+47.9% ($882.75,+14% - $1.5K,+93%) +90d (3m): $1.2K,+55.2% ($926.27,+19% - $1.6K,+102%) +180d (6m): $1.4K,+79.3% ($1.1K,+38% - $1.8K,+134%) +365d (1y): $1.9K,+141.3% ($1.4K,+85% - $2.4K,+215%) +EOY (175d): $1.4K,+77.9% ($1.1K,+37% - $1.8K,+132%) End-of-year outlook: 📈 Bullish Trend (+77.9%) Confidence: 92.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈-14%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.4K (+77.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 8.96% Rounded target for matching: 9% Similar historical periods found: 398 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 398 51.3% 0.22% 0.14% 4.22% -0.28% 0.55% -18.29% 15.13% 14 days 398 52.0% 0.30% 0.52% 5.80% -0.06% 1.09% -16.73% 20.41% 30 days 398 53.3% 0.62% 1.34% 8.57% 0.49% 2.18% -32.76% 25.78% 90 days 397 62.0% 4.94% 5.27% 13.81% 3.90% 6.63% -38.46% 42.01% 180 days 395 69.4% 8.97% 11.77% 20.70% 9.72% 13.81% -33.21% 72.56% 365 days 390 74.1% 22.26% 28.75% 39.54% 24.81% 32.68% -43.90% 149.86% ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -13.91% Rounded target for matching: -14% Similar historical periods found: 114 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 114 57.0% 0.64% 0.67% 4.38% -0.14% 1.48% -8.81% 12.31% 14 days 114 54.4% 0.60% 0.48% 6.55% -0.73% 1.70% -24.58% 14.82% 30 days 114 57.0% 2.49% 1.82% 9.31% 0.09% 3.54% -22.71% 18.07% 90 days 114 58.8% 2.91% 4.73% 14.63% 2.02% 7.45% -18.55% 71.37% 180 days 111 63.1% 10.14% 12.50% 22.68% 8.23% 16.77% -33.04% 92.24% 365 days 111 66.7% 13.43% 19.77% 37.21% 12.77% 26.77% -30.23% 146.22% ======================================================================================================================== Chart 2: NVDA (Undervalued by 24.3%, Window = 750 days) | Price: $160.00 | Date: 2025-07-09 | Daily: +0.0% | MTD: +2.4% | QTD: +2.4% | YTD: +17.7%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $160.00 ($132.90,-17% - $336.00,+110%) +30d (1m): $235.46,+47.2% ($148.06,-7% - $374.44,+134%) +60d (2m): $262.35,+64.0% ($164.95,+3% - $417.28,+161%) +90d (3m): $292.33,+82.7% ($183.76,+15% - $465.04,+191%) +180d (6m): $404.40,+152.7% ($254.05,+59% - $643.70,+302%) +365d (1y): $787.98,+392.5% ($494.26,+209% - $1.3K,+685%) +EOY (175d): $397.17,+148.2% ($249.52,+56% - $632.18,+295%) End-of-year outlook: 📈 Bullish Trend (+148.2%) Confidence: 91.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈33%) 📅 Days until EOY 2025: 175 days | EOY Target: $397.17 (+148.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NVDA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 21.88% Rounded target for matching: 22% Similar historical periods found: 69 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 69 66.7% 2.85% 2.72% 8.80% 0.61% 4.84% -19.85% 41.99% 14 days 69 66.7% 3.73% 3.37% 11.86% 0.52% 6.22% -26.40% 62.21% 30 days 69 69.6% 10.14% 8.76% 18.03% 4.43% 13.09% -53.48% 55.61% 90 days 67 70.1% 15.63% 16.15% 37.48% 7.01% 25.30% -67.61% 104.67% 180 days 65 69.2% 35.32% 32.66% 73.63% 14.42% 50.91% -87.03% 358.79% 365 days 63 68.3% 67.10% 89.46% 135.05% 55.45% 123.47% -78.34% 489.31% ======================================================================================================================== NVDA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 33.19% Rounded target for matching: 33% Similar historical periods found: 55 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 55 63.6% 1.30% 1.61% 7.30% -0.36% 3.58% -17.82% 21.68% 14 days 55 58.2% 0.96% 0.91% 11.82% -2.29% 4.10% -25.46% 23.52% 30 days 55 60.0% 6.23% 4.27% 18.62% -0.77% 9.30% -35.56% 46.70% 90 days 55 61.8% 10.70% 5.70% 32.01% -2.96% 14.35% -62.35% 85.24% 180 days 55 63.6% 34.46% 28.72% 51.42% 14.82% 42.62% -68.10% 137.22% 365 days 55 76.4% 28.77% 62.35% 82.94% 39.93% 84.77% -76.77% 257.62% ======================================================================================================================== Chart 3: CRM (Undervalued by 18.4%, Window = 750 days) | Price: $273.65 | Date: 2025-07-09 | Daily: +0.0% | MTD: +0.6% | QTD: +0.6% | YTD: -18.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $273.65 ($259.69,-5% - $432.88,+58%) +30d (1m): $345.75,+26.3% ($267.77,-2% - $446.43,+63%) +60d (2m): $356.54,+30.3% ($276.11,+1% - $460.41,+68%) +90d (3m): $367.68,+34.4% ($284.70,+4% - $474.83,+74%) +180d (6m): $403.20,+47.3% ($312.11,+14% - $520.88,+90%) +365d (1y): $487.37,+78.1% ($376.93,+38% - $630.16,+130%) +EOY (175d): $401.14,+46.6% ($310.52,+13% - $518.21,+89%) End-of-year outlook: 📈 Bullish Trend (+46.6%) Confidence: 74.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 14 periods in chart (90d ROC≈-7%) 📅 Days until EOY 2025: 175 days | EOY Target: $401.14 (+46.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== CRM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.35% Rounded target for matching: 0% Similar historical periods found: 169 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 169 57.4% 1.05% 1.23% 6.91% 0.18% 2.28% -14.21% 38.42% 14 days 169 60.9% 1.23% 2.11% 9.18% 0.72% 3.50% -17.59% 39.83% 30 days 169 62.7% 4.19% 3.17% 12.29% 1.30% 5.03% -32.33% 43.78% 90 days 168 72.6% 14.01% 12.88% 21.36% 9.63% 16.14% -63.59% 83.53% 180 days 166 80.1% 13.93% 18.57% 29.86% 13.99% 23.14% -59.71% 184.52% 365 days 159 80.5% 36.52% 36.41% 47.73% 28.93% 43.89% -45.92% 244.28% ======================================================================================================================== CRM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.91% Rounded target for matching: -7% Similar historical periods found: 79 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 79 59.5% 1.55% 1.10% 5.97% -0.23% 2.44% -13.42% 13.11% 14 days 79 59.5% 1.33% 1.37% 7.47% -0.30% 3.05% -17.77% 17.76% 30 days 79 70.9% 6.67% 6.00% 11.54% 3.41% 8.58% -18.22% 35.84% 90 days 79 84.8% 12.29% 15.70% 19.04% 11.43% 19.96% -32.76% 62.63% 180 days 79 83.5% 19.44% 19.94% 23.89% 14.59% 25.29% -39.51% 129.80% 365 days 76 84.2% 34.37% 37.85% 37.11% 29.37% 46.33% -35.98% 151.74% ======================================================================================================================== Chart 4: META (Undervalued by 15.4%, Window = 750 days) | Price: $720.67 | Date: 2025-07-09 | Daily: +0.0% | MTD: -2.2% | QTD: -2.2% | YTD: +22.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $720.67 ($596.87,-17% - $1.2K,+69%) +30d (1m): $917.95,+27.4% ($642.93,-11% - $1.3K,+82%) +60d (2m): $988.91,+37.2% ($692.55,-4% - $1.4K,+96%) +90d (3m): $1.1K,+47.8% ($745.98,+4% - $1.5K,+111%) +180d (6m): $1.3K,+84.8% ($932.28,+29% - $1.9K,+164%) +365d (1y): $2.1K,+192.5% ($1.5K,+105% - $3.0K,+318%) +EOY (175d): $1.3K,+82.6% ($920.81,+28% - $1.9K,+161%) End-of-year outlook: 📈 Bullish Trend (+82.6%) Confidence: 89.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 175 days | EOY Target: $1.3K (+82.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== META - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 15.02% Rounded target for matching: 15% Similar historical periods found: 53 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 53 49.1% -0.13% 0.63% 6.03% -1.03% 2.29% -10.69% 18.78% 14 days 53 58.5% 1.78% 1.56% 8.21% -0.71% 3.82% -21.95% 23.27% 30 days 53 60.4% 3.03% 4.74% 14.08% 0.86% 8.62% -30.80% 63.61% 90 days 52 78.8% 9.71% 13.56% 21.61% 7.54% 19.58% -21.98% 99.39% 180 days 50 84.0% 19.84% 27.70% 36.90% 17.22% 38.19% -48.34% 160.47% 365 days 47 87.2% 47.90% 65.78% 73.01% 44.34% 87.22% -35.90% 321.35% ======================================================================================================================== META - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.67% Rounded target for matching: 10% Similar historical periods found: 74 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 74 55.4% 0.45% 0.93% 3.96% 0.01% 1.84% -10.22% 11.87% 14 days 74 59.5% 1.16% 1.15% 5.26% -0.07% 2.37% -15.17% 11.84% 30 days 74 56.8% 2.22% 1.36% 8.88% -0.70% 3.41% -22.47% 25.82% 90 days 72 79.2% 9.81% 9.33% 14.08% 6.02% 12.63% -26.36% 54.04% 180 days 70 91.4% 19.87% 18.44% 16.14% 14.59% 22.29% -49.25% 54.64% 365 days 67 89.6% 45.44% 37.67% 30.15% 30.31% 45.02% -54.19% 100.05% ======================================================================================================================== Chart 5: ISRG (Undervalued by 12.8%, Window = 750 days) | Price: $527.30 | Date: 2025-07-09 | Daily: +0.0% | MTD: -2.8% | QTD: -2.8% | YTD: +1.2%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $527.30 ($506.44,-4% - $722.85,+37%) +30d (1m): $631.41,+19.7% ($528.48,+0% - $754.39,+43%) +60d (2m): $658.93,+25.0% ($551.48,+5% - $787.32,+49%) +90d (3m): $687.65,+30.4% ($575.47,+9% - $821.69,+56%) +180d (6m): $781.52,+48.2% ($653.88,+24% - $934.08,+77%) +365d (1y): $1.0K,+92.8% ($850.12,+61% - $1.2K,+131%) +EOY (175d): $775.99,+47.2% ($649.26,+23% - $927.45,+76%) End-of-year outlook: 📈 Bullish Trend (+47.2%) Confidence: 92.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 175 days | EOY Target: $775.99 (+47.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.27% Rounded target for matching: -2% Similar historical periods found: 190 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 190 57.4% 1.20% 1.14% 6.93% 0.15% 2.13% -20.29% 30.32% 14 days 190 50.5% 0.56% 1.15% 8.95% -0.13% 2.43% -18.09% 46.56% 30 days 190 58.9% 1.86% 2.11% 14.98% -0.04% 4.25% -51.25% 60.86% 90 days 190 62.6% 3.76% 8.14% 26.06% 4.41% 11.87% -47.52% 130.73% 180 days 188 70.2% 11.17% 18.22% 43.97% 11.90% 24.55% -65.19% 193.86% 365 days 185 73.0% 33.21% 45.26% 76.69% 34.14% 56.38% -51.14% 337.46% ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.47% Rounded target for matching: -6% Similar historical periods found: 111 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 111 61.3% 0.73% 0.73% 6.22% -0.44% 1.90% -29.98% 22.81% 14 days 111 60.4% 1.40% 1.42% 10.01% -0.47% 3.30% -32.51% 38.70% 30 days 111 58.6% 2.25% 3.07% 17.32% -0.19% 6.32% -38.07% 101.82% 90 days 106 64.2% 8.11% 5.19% 29.48% -0.49% 10.86% -65.45% 101.70% 180 days 106 68.9% 10.49% 16.92% 48.09% 7.66% 26.18% -68.02% 193.44% 365 days 106 80.2% 36.16% 55.57% 85.34% 39.13% 72.00% -31.08% 482.30% ======================================================================================================================== Chart 6: TMUS (Undervalued by 11.9%, Window = 504 days) | Price: $235.97 | Date: 2025-07-09 | Daily: -0.0% | MTD: -1.0% | QTD: -1.0% | YTD: +7.0%
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $235.97 ($238.38,+1% - $301.21,+28%) +30d (1m): $280.22,+18.8% ($249.27,+6% - $315.01,+33%) +60d (2m): $293.04,+24.2% ($260.65,+10% - $329.46,+40%) +90d (3m): $306.45,+29.9% ($272.55,+16% - $344.57,+46%) +180d (6m): $350.47,+48.5% ($311.58,+32% - $394.21,+67%) +365d (1y): $461.81,+95.7% ($410.14,+74% - $519.99,+120%) +EOY (175d): $347.86,+47.4% ($309.27,+31% - $391.27,+66%) End-of-year outlook: 📈 Bullish Trend (+47.4%) Confidence: 93.1% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 175 days | EOY Target: $347.86 (+47.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.49% Rounded target for matching: -2% Similar historical periods found: 167 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 167 58.1% 0.78% 0.96% 4.70% 0.24% 1.67% -17.73% 19.52% 14 days 167 58.7% 1.73% 1.92% 8.65% 0.59% 3.24% -22.22% 43.04% 30 days 167 59.9% 2.01% 2.95% 12.39% 1.06% 4.84% -40.98% 56.80% 90 days 163 70.6% 8.43% 9.09% 19.59% 6.06% 12.12% -51.86% 69.02% 180 days 162 74.7% 17.39% 18.38% 28.73% 13.92% 22.84% -67.08% 95.55% 365 days 153 90.2% 32.07% 37.47% 41.80% 30.79% 44.14% -66.71% 215.43% ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.05% Rounded target for matching: -10% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 54.1% 0.21% 0.30% 4.80% -1.30% 1.90% -9.41% 16.10% 14 days 37 56.8% 1.59% 1.54% 7.39% -0.92% 4.00% -12.57% 23.37% 30 days 37 64.9% 3.41% 0.42% 10.68% -3.14% 3.98% -25.79% 24.63% 90 days 37 59.5% 12.76% 5.53% 19.33% -0.91% 11.97% -52.75% 50.22% 180 days 37 81.1% 19.23% 12.45% 26.17% 3.72% 21.17% -55.49% 56.86% 365 days 37 78.4% 41.92% 29.31% 47.17% 13.58% 45.04% -68.38% 126.92% ======================================================================================================================== Chart 7: AAPL (Undervalued by 11.2%, Window = 750 days) | Price: $210.01 | Date: 2025-07-09 | Daily: +0.0% | MTD: +1.6% | QTD: +1.6% | YTD: -15.4%
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $210.01 ($198.66,-5% - $281.64,+34%) +30d (1m): $241.33,+14.9% ($202.67,-3% - $287.35,+37%) +60d (2m): $246.21,+17.2% ($206.76,-2% - $293.18,+40%) +90d (3m): $251.19,+19.6% ($210.93,+0% - $299.14,+42%) +180d (6m): $266.75,+27.0% ($223.94,+7% - $317.74,+51%) +365d (1y): $301.82,+43.7% ($253.24,+21% - $359.73,+71%) +EOY (175d): $265.86,+26.6% ($223.20,+6% - $316.67,+51%) End-of-year outlook: 📈 Bullish Trend (+26.6%) Confidence: 72.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-11%) 📅 Days until EOY 2025: 175 days | EOY Target: $265.86 (+26.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AAPL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.55% Rounded target for matching: 8% Similar historical periods found: 323 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 323 57.6% 0.89% 0.76% 5.70% 0.14% 1.39% -15.53% 18.75% 14 days 323 60.1% 1.59% 1.74% 8.25% 0.84% 2.65% -21.29% 28.62% 30 days 323 57.9% 2.53% 2.69% 13.71% 1.19% 4.19% -27.78% 47.11% 90 days 323 62.8% 5.67% 7.34% 25.89% 4.51% 10.18% -64.07% 138.74% 180 days 320 65.6% 18.30% 19.10% 43.58% 14.31% 23.90% -65.86% 238.74% 365 days 318 71.7% 30.32% 49.15% 84.08% 39.88% 58.43% -66.03% 358.71% ======================================================================================================================== AAPL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -11.38% Rounded target for matching: -11% Similar historical periods found: 122 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 122 50.8% 0.36% 0.35% 7.52% -1.00% 1.70% -20.30% 20.00% 14 days 122 51.6% 0.25% 1.61% 10.65% -0.30% 3.52% -22.55% 39.27% 30 days 122 59.8% 5.27% 5.15% 16.89% 2.12% 8.18% -38.71% 41.27% 90 days 121 58.7% 6.29% 11.72% 34.78% 5.46% 17.98% -63.46% 140.74% 180 days 121 69.4% 16.90% 24.01% 52.57% 14.55% 33.48% -58.89% 214.81% 365 days 114 77.2% 35.37% 52.30% 74.47% 38.48% 66.12% -58.01% 346.67% ======================================================================================================================== Chart 8: GOOG (Undervalued by 11.2%, Window = 750 days) | Price: $175.16 | Date: 2025-07-09 | Daily: -0.0% | MTD: -0.9% | QTD: -0.9% | YTD: -8.3%